Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

id

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_id

0.51

number_of_reviews

-0.38

minimum_maximum_nights

-0.28

maximum_nights_avg_ntm

-0.28

maximum_maximum_nights

-0.26

availability_90

0.26

maximum_nights

-0.25

availability_365

0.24

availability_60

0.23

availability_30

0.20

calculated_host_listings_count

0.17

reviews_per_month

0.16

host_listings_count

0.14

calculated_host_listings_count_entire_homes

0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.41

host_response_rate

0.39

neighbourhood

0.39

host_response_time

0.35

source

0.29

bathrooms_text

0.21

has_availability

0.20

property_type

0.19

host_verifications

0.15

host_has_profile_pic

0.15

host_identity_verified

0.14

neighbourhood_group_cleansed

0.12

room_type

0.07

instant_bookable

0.07

MOST FREQUENT VALUES

920645654779749874

1

<0.1%

914948803487236897

1

<0.1%

6287397

1

<0.1%

586775909163528857

1

<0.1%

48910330

1

<0.1%

52948062

1

<0.1%

1234063905156333762

1

<0.1%

1152742879917857186

1

<0.1%

993245335963668829

1

<0.1%

12567906

1

<0.1%

19191289

1

<0.1%

1162247822027730455

1

<0.1%

33577415

1

<0.1%

1106313155367782907

1

<0.1%

1066011612192798799

1

<0.1%

SMALLEST VALUES

21853

1

<0.1%

24805

1

<0.1%

30320

1

<0.1%

30959

1

<0.1%

40718

1

<0.1%

40916

1

<0.1%

62423

1

<0.1%

70059

1

<0.1%

70073

1

<0.1%

70310

1

<0.1%

72150

1

<0.1%

82481

1

<0.1%

84719

1

<0.1%

86042

1

<0.1%

93100

1

<0.1%

LARGEST VALUES

1242719768352447224

1

<0.1%

1242714863176932385

1

<0.1%

1242683263075571186

1

<0.1%

1242564208022229085

1

<0.1%

1242210396849241506

1

<0.1%

1242074815634640821

1

<0.1%

1242071104425856967

1

<0.1%

1241989376910301437

1

<0.1%

1241902600240413011

1

<0.1%

1241896103620192233

1

<0.1%

1241889980403271576

1

<0.1%

1241873596402438057

1

<0.1%

1241869552722841041

1

<0.1%

1241856879945967288

1

<0.1%

1241854946611420673

1

<0.1%

listing_url

MISSING:

---

1

<1%

-

https://www.airbnb.com/rooms/920645654779749874

1

<1%

-

https://www.airbnb.com/rooms/914948803487236897

1

<1%

-

https://www.airbnb.com/rooms/6287397

1

<1%

-

https://www.airbnb.com/rooms/586775909163528857

1

<1%

-

https://www.airbnb.com/rooms/48910330

1

<1%

-

https://www.airbnb.com/rooms/52948062

1

<1%

-

https://www.airbnb.com/rooms/1234063905156333762

1

<1%

-

https://www.airbnb.com/rooms/1152742879917857186

1

<1%

-

https://www.airbnb.com/rooms/993245335963668829

1

<1%

-

https://www.airbnb.com/rooms/12567906

1

<1%

-

https://www.airbnb.com/rooms/19191289

1

<1%

-

https://www.airbnb.com/rooms/1162247822027730455

1

<1%

-

https://www.airbnb.com/rooms/33577415

1

<1%

-

https://www.airbnb.com/rooms/1106313155367782907

1

<1%

-

https://www.airbnb.com/rooms/1066011612192798799

1

<1%

-

https://www.airbnb.com/rooms/52329991

1

<1%

-

https://www.airbnb.com/rooms/953634472417373654

1

<1%

-

https://www.airbnb.com/rooms/15377196

1

<1%

-

https://www.airbnb.com/rooms/3045724

1

<1%

-

https://www.airbnb.com/rooms/1212345144108276448

1

<1%

-

https://www.airbnb.com/rooms/24509670

1

<1%

-

https://www.airbnb.com/rooms/3046856

1

<1%

-

https://www.airbnb.com/rooms/1212520187683229222

1

<1%

-

https://www.airbnb.com/rooms/17235126

1

<1%

-

https://www.airbnb.com/rooms/1212519955244194561

1

<1%

-

https://www.airbnb.com/rooms/631784243197131910

1

<1%

-

https://www.airbnb.com/rooms/51570786

1

<1%

-

https://www.airbnb.com/rooms/21976709

1

<1%

-

https://www.airbnb.com/rooms/683799787616837054

1

<1%

-

https://www.airbnb.com/rooms/1214361872392905132

1

<1%

-

https://www.airbnb.com/rooms/51204846

1

<1%

-

https://www.airbnb.com/rooms/1049808500561906002

1

<1%

-

https://www.airbnb.com/rooms/1081657023293216845

1

<1%

-

https://www.airbnb.com/rooms/888364516570712827

1

<1%

-

https://www.airbnb.com/rooms/1130084501416770958

1

<1%

-

https://www.airbnb.com/rooms/19050255

1

<1%

-

https://www.airbnb.com/rooms/28460900

1

<1%

-

https://www.airbnb.com/rooms/43706980

1

<1%

-

https://www.airbnb.com/rooms/11439080

1

<1%

-

https://www.airbnb.com/rooms/688884230870724370

1

<1%

-

https://www.airbnb.com/rooms/1212520846240747583

1

<1%

-

https://www.airbnb.com/rooms/1036057192072575044

1

<1%

-

https://www.airbnb.com/rooms/27085242

1

<1%

-

https://www.airbnb.com/rooms/23181640

1

<1%

-

https://www.airbnb.com/rooms/920250454792125674

1

<1%

-

https://www.airbnb.com/rooms/1212519340479654725

1

<1%

-

https://www.airbnb.com/rooms/2299045

1

<1%

-

https://www.airbnb.com/rooms/40395872

1

<1%

-

https://www.airbnb.com/rooms/9880365

1

<1%

-

https://www.airbnb.com/rooms/21595408

1

<1%

-

https://www.airbnb.com/rooms/1096306732241710194

1

<1%

-

https://www.airbnb.com/rooms/17859877

1

<1%

-

https://www.airbnb.com/rooms/1212518700995399205

1

<1%

-

https://www.airbnb.com/rooms/755503478394418034

1

<1%

-

https://www.airbnb.com/rooms/1084840030319543968

1

<1%

-

https://www.airbnb.com/rooms/35793643

1

<1%

-

https://www.airbnb.com/rooms/1173015929085261632

1

<1%

-

https://www.airbnb.com/rooms/39744599

1

<1%

-

https://www.airbnb.com/rooms/1053180

1

<1%

-

https://www.airbnb.com/rooms/23000277

26,920

>99%

-

(Other)

scrape_id

MISSING:

---

TOP CATEGORIES

20240911015516

26,980

100%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

scrape_id
PROVIDES INFORMATION ON...

last_scraped

1.00

calendar_last_scraped

1.00

property_type

0.00

host_response_rate

0.00

neighbourhood_group_cleansed

0.00

bathrooms_text

0.00

source

0.00

host_response_time

0.00

host_is_superhost

0.00

room_type

0.00

has_availability

0.00

instant_bookable

0.00

host_verifications

-0.00

host_has_profile_pic

-0.00

THESE FEATURES
GIVE INFORMATION
ON scrape_id:

last_scraped

1.00

source

1.00

host_response_time

1.00

host_response_rate

1.00

host_acceptance_rate

1.00

host_is_superhost

1.00

host_verifications

1.00

host_has_profile_pic

1.00

host_identity_verified

1.00

neighbourhood

1.00

neighbourhood_group_cleansed

1.00

property_type

1.00

room_type

1.00

bathrooms_text

1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

scrape_id
CORRELATION RATIO WITH...

id

0.00

host_id

0.00

host_listings_count

0.00

host_total_listings_count

0.00

latitude

0.00

longitude

0.00

accommodates

0.00

bathrooms

0.00

bedrooms

0.00

beds

0.00

minimum_nights

0.00

maximum_nights

0.00

minimum_minimum_nights

0.00

maximum_minimum_nights

0.00

last_scraped

MISSING:

---

TOP CATEGORIES

2024-09-11

26,980

100%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

last_scraped
PROVIDES INFORMATION ON...

scrape_id

1.00

calendar_last_scraped

1.00

property_type

0.00

host_response_rate

0.00

neighbourhood_group_cleansed

0.00

bathrooms_text

0.00

source

0.00

host_response_time

0.00

host_is_superhost

0.00

room_type

0.00

has_availability

0.00

instant_bookable

0.00

host_verifications

-0.00

host_has_profile_pic

-0.00

THESE FEATURES
GIVE INFORMATION
ON last_scraped:

scrape_id

1.00

source

1.00

host_response_time

1.00

host_response_rate

1.00

host_acceptance_rate

1.00

host_is_superhost

1.00

host_verifications

1.00

host_has_profile_pic

1.00

host_identity_verified

1.00

neighbourhood

1.00

neighbourhood_group_cleansed

1.00

property_type

1.00

room_type

1.00

bathrooms_text

1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

last_scraped
CORRELATION RATIO WITH...

id

0.00

host_id

0.00

host_listings_count

0.00

host_total_listings_count

0.00

latitude

0.00

longitude

0.00

accommodates

0.00

bathrooms

0.00

bedrooms

0.00

beds

0.00

minimum_nights

0.00

maximum_nights

0.00

minimum_minimum_nights

0.00

maximum_minimum_nights

0.00

source

MISSING:

---

TOP CATEGORIES

city scrape

21,068

78%

previous scrape

5,912

22%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

source
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

has_availability

0.30

host_identity_verified

0.14

host_response_time

0.13

host_response_rate

0.09

host_acceptance_rate

0.06

host_is_superhost

0.03

room_type

0.02

instant_bookable

0.02

property_type

0.02

bathrooms_text

0.01

host_has_profile_pic

0.01

THESE FEATURES
GIVE INFORMATION
ON source:

host_acceptance_rate

0.32

host_response_rate

0.31

host_response_time

0.30

has_availability

0.13

host_identity_verified

0.09

property_type

0.04

host_is_superhost

0.04

bathrooms_text

0.03

room_type

0.03

instant_bookable

0.03

host_verifications

0.01

neighbourhood_group_cleansed

0.01

neighbourhood

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
CORRELATION RATIO WITH...

bathrooms

0.67

availability_365

0.57

availability_90

0.54

beds

0.52

availability_60

0.46

availability_30

0.36

id

0.29

number_of_reviews_ltm

0.28

reviews_per_month

0.27

number_of_reviews_l30d

0.21

review_scores_cleanliness

0.19

review_scores_location

0.19

review_scores_rating

0.19

review_scores_accuracy

0.19

name

MISSING:

---

32

<1%

-

Habitación con baño privado

24

<1%

-

Habitación

23

<1%

-

Habitación en Madrid

20

<1%

-

H. Individual In Reformed Residence has wifi & cen

19

<1%

-

Fantastic residence ``FUNWAY´´ north zone Madrid

19

<1%

-

Habitación privada

17

<1%

-

Habitación acogedora

14

<1%

-

Flamenco Style Apartment | Palacio Real, La Latina

13

<1%

-

Apartamento en el centro de Madrid

13

<1%

-

Room for student or worker girls

13

<1%

-

Apartamento en Madrid

11

<1%

-

Como en casa

11

<1%

-

Habitación individual

11

<1%

-

Habitación privada en Madrid

11

<1%

-

Habitación doble

11

<1%

-

Habitación cómoda

10

<1%

-

Precioso apartamento en Madrid

10

<1%

-

Acogedor Estudio 2 Adultos

10

<1%

-

Home Art Madrid Estudio Estándar

10

<1%

-

Habitación en Madrid centro

9

<1%

-

Apartamento en centro de Madrid

8

<1%

-

Bright spacious family apartment

8

<1%

-

Habitación confortable

8

<1%

-

Acogedor apartamento en Madrid

8

<1%

-

Apartamento en pleno centro

8

<1%

-

Acogedora habitación

7

<1%

-

Habitación Centro de Madrid

7

<1%

-

3 bedroom 2 bathroom apartment wih pool in Atocha

7

<1%

-

Sol & Tirso Rooms

7

<1%

-

Habitación Madrid

7

<1%

-

Acogedora habitación en Madrid

7

<1%

-

habitación

7

<1%

-

Apartamento de 2 dormitorios en plena calle Alcalá

7

<1%

-

Habitación Privada

7

<1%

-

Habitación Madrid Centro

7

<1%

-

Alquilo habitación

7

<1%

-

Habitación en el centro de Madrid

7

<1%

-

Room for student or worker boys

7

<1%

-

HA Apartahotel Quo Eraso - Habitación Triple

7

<1%

-

Habitación en centro de Madrid

7

<1%

-

apartamento reformado en madrid rio

7

<1%

-

HA Apartahotel Quo Eraso - Habitación doble

6

<1%

-

1 bedroom apartment in La Castellana

6

<1%

-

Habitación amplia

6

<1%

-

Beautiful flat Arturo Soria 1 Bedroom-4People. D1

6

<1%

-

Habitación Doble

6

<1%

-

Apartamento Madrid Centro

6

<1%

-

Apartamento Centro de Madrid

6

<1%

-

Studio in Avenida de América

6

<1%

-

2 paradas del hosp.12 de octubre. ¡No fumadores!

6

<1%

-

Habitación luminosa

6

<1%

-

Precioso apartamento en el centro de Madrid

6

<1%

-

Atocha City Centre WiFi-A/C-SmartTV

6

<1%

-

Madrid

6

<1%

-

Best Location in Madrid City

6

<1%

-

Hostal en el centro de Madrid a 2min de Callao

6

<1%

-

Habitación Individual

6

<1%

-

Apartamento

6

<1%

-

Cama en hab. compartida-baño privado, 6 literas.

5

<1%

-

Cozy apartment. Arturo Soria-MD Anderson CC

26,410

98%

-

(Other)

description

MISSING:

1,207

(4%)

243

<1%

-

Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.

129

<1%

-

Enjoy the simplicity of this quiet, central home.

110

<1%

-

Enjoy the simplicity of this quiet and central place.

108

<1%

-

RESERVATION CONDITIONS. The tenant must to: 1) Provide information requested by the agency for the contract redaction. 2) Sign on “online” the reservation contract. 3) Pay a month of deposit and sign on the rental contract, for the delivery of keys. Ele

76

<1%

-

Enjoy the simplicity of this quiet and central accommodation.

68

<1%

-

This home is strategically located-it will be easy to plan your visit!

56

<1%

-

Break up with your day-to-day life and relax in this oasis of tranquility.

55

<1%

-

Enjoy the simplicity of this quiet and central home.

50

<1%

-

Get away from routine at this unique and relaxing stay.

50

<1%

-

Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe

50

<1%

-

At limehome, we believe that everyone deserves a better place while traveling. A place to look forward to return to. A place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our apartments feature high-quality fittings including a premium hotel bed for

47

<1%

-

With the central location of this home, you and your loved ones will have it all within easy reach.

42

<1%

-

Keep it simple at this peaceful and centrally-located place.

41

<1%

-

The apartment is located in a privileged location just a few minutes from Gran Via, in the heart of Madrid, a step away from cinemas, theaters, stores, restaurants and all the tourist attractions of the city. Apartamentos Day Madrid take care of every detail in all our accommo

40

<1%

-

Beautiful Room in shared apartment (5 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.

34

<1%

-

Forget the worries in this great home - it's an oasis of tranquility!

32

<1%

-

Forget the worries at this great place-it's an oasis of tranquility!

32

<1%

-

Enjoy a luxury experience at this centrally-located home.

31

<1%

-

Beautiful Room in shared apartment (6 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.

31

<1%

-

Enjoy a luxurious experience in this central home.

30

<1%

-

Single room for you in a complete and quiet building with 52 rooms, 10 bathrooms, 4 dining rooms, 10 kitchens and a lounge of almost 50 meters with sofas to share with other guests. Tv, Wifi . Check in hours are from 14:00 to 20:00. Outside these hours, no access to any area is allowed, in the inter

29

<1%

-

Would you like to live in the Madrid Rio area? Located in the former location of the Vicente Calderón stadium. Enjoy all the advantages of living in one of the most demanded areas of the capital with the comforts of a new construction development that has an adult and children's pool, rooftops

29

<1%

-

Relax and unwind at this quiet and stylish home.

28

<1%

-

Base this home and you'll be one step away from the sights.

25

<1%

-

Beautiful Room in shared apartment (7 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.

24

<1%

-

Thanks to the central location of this home, you and yours will have everything at your fingertips.

23

<1%

-

Stay overnight in our apartment with private and shared rooms have everything you need, central accommodation, located 2 min from GRAN VÍA the main artery of Madrid, The closest metro station is CALLAO line 3 or 5. Madrid-Barajas Airport is 23 km away. Design, each room has

22

<1%

-

Stay to sleep in Our apartment with private and shared rooms have everything you need, central accommodation, located 10 minutes from PUERTA DEL SOL and 8 minutes from PLAZA MAYOR. The closest metro station is TIRSO DE MOLINA line 1. Madrid-Barajas Airport is 21 km away. Eac

21

<1%

-

This studio apartment has impeccable interior design. Its modern style makes it one of the most practical. Everything is paid to attention to every last detail. Due to its unbeatable location and interior care, it is perfect to enjoy one of the most sought-after areas in Madrid.

20

<1%

-

Modern and bright space in the financial district of Madrid, only 20 minutes away from the city center. Perfectly communicated with lines 1 (Tetuan) and 10 ( Cuzco ) of metro and various bus lines. Very near to Chamartín and Nuevos Ministerios stations.

20

<1%

-

** This apartment could be rented for long or medium stays. It could be rented also for short stays, always in accordance with the LAU regulations as "different use of housing", and rentals for tourist purposes are not allowed. The rent must be for work / personal / family rea

20

<1%

-

Base this home and you'll be a step away from the sights.

20

<1%

-

Enjoy a stylish experience at this centrally-located place.

18

<1%

-

Relax and unwind in this quiet and stylish home.

18

<1%

-

SLEEP Atocha is close to the Atocha station and the Parque del Retiro, in the Pacífico neighbourhood. Very well connected by two metro lines, commuter and high speed, on the avenue from which it borrows its name, it is surrounded by restaurants, shops, supermarkets and all kinds of services. It is a

18

<1%

-

This home has peace of mind, relax with your whole family!

18

<1%

-

This unique home has its own personality.

18

<1%

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Stay overnight in our apartment with private and shared rooms have everything you need, central accommodation, located 2 min from GRAN VÍA the main artery of Madrid, The nearest metro station is CALLAO line 3 or 5. Madrid-Barajas Airport is 23 km away. Design, each room has

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This state of the art premium property is located in the heart of Madrid and it’s fully equipped with kitchen appliances, kitchenware, towels, bed linen and everything you need to enjoy your stay.

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The Alcalá apartments are located in the Ventas neighbourhood, close to the Plaza de Toros and in the heart of Calle Alcalá, the main artery of the district, which, in addition to being the longest avenue in Madrid, is full of life and has local businesses and shops. Ciudad Lineal

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Welcome to your new home in Madrid! Imagine waking up every morning in a room bathed in the warm sunlight, thanks to its spacious windows offering views of the tranquil inner courtyard of the building. The blinds allow you to adjust the brightness to your liking, ensuring optimal

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This apartment is situated within Living Colomer, a sustainable residential building that provides a new way of life. Your home, your workspace, and your community will all be here thanks to the many common areas. At the entrance, you can get a coffee or snack any time of day thanks to the professio

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The apartment is disinfected according to the existing recommendations of the health authority. Bed linen and towels are washed according to the hygiene protocol (disinfectant + 70º celsius laundry + iron). All surfaces known as virus carriers, such as door handles, switches, kitchen utensils and al

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Relax and unwind in this quiet and stylish place.

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Wonderful apartment located just above one of the oldest flamenco tablao in Madrid, the Corral de la Morería, recently renovated opting for quality and comfort, offering an incredible rest. Located in one of the most central areas of Madrid that offers a multitude of restaurants, leisure and culture

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Enjoy the simplicity of this quiet and central place to stay.

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Your family will have it all within walking distance of this home in the center.

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This home breathes peace of mind: Relax with the whole family!

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Luxury room available in shared, fully equipped apartment in Madrid. The apartment consists of 5 rooms newly renovated and designed with a modern environment of white and fresh color to make your stay very comfortable, each one has its own television, wardrobe and high quality furniture.&

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This unique place has a style all its own.

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The studio in Madrid has capacity for 2 people. Accommodation of 25 m². The accommodation is equipped with the following items: washing machine, dryer, iron, internet (Wi-Fi), hair dryer, heat pump, air-conditioned, 1 Tv. The open plan kitchen, of indu

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Your family will have it all within walking distance at this downtown home, a quiet street with everything just a few meters away.

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This apartment is in the La Latina neighbourhood, right by Plaza de Tirso de Molina, in a multicultural area of Madrid full of entertainment and leisure activities. It is only a few minutes’ walk from Puerta del sol, Plaza Mayor and Museo Reina Sofía, three of the city’s must-see sights. Guests will

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Enjoy the comfort of this home and film it.

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Your family will have everything just a stone's throw away in this centrally-located home.

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Several Worlds offers you this new apartment is on Floor 1 by elevator. Includes 1 double bed, 1 bathroom, sofa bed, A/C air conditioning, Flat TV, towels for all guests, Linens, High Speed Wifi, Dishwasher, Kitchen utensils, Nespresso machine, Tender, Iron and Hair Dryer. Our apartment has a tot

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Welcome to H&Boutique Jimmy's, your home away from home in the vibrant heart of Madrid! Our hostel is strategically located so you can easily explore this exciting city. In addition, we offer a range of amenities and amenities designed for you to have an unforgettabl

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Kick back and relax in this calm, stylish space.

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● Oasis in Madrid - Luxury apartment located in the Palacio neighborhood. The apartment is part of a modern building located in front of a pleasant park and at the same time located in the heart of the hustle and bustle of other streets. It offers an id

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Charming Apartment Near the Santiago Bernabéu and the Metro This cozy apartment is the perfect place to explore Madrid. Apartment Features Spacious: This apartment offers ample space to relax. Apartment Interior Separate living room with kitchen

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The area between Puerta del Sol and Gran Vía and its surroundings is undoubtly the axis around which Madrid's tourist, cultural and recreational life develops. This area is the starting point of any tourist route through the city, and in its absence, is a must for any visitor who wants to feel

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We are located in the center of Madrid just 3 minutes from the GRAN VÍA Madrid with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen El Barrio de Moda de Madrid If the trip is for work, studies, for pleasure, or alone or in company our apartments is ideal

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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz

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In the last few years, the city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists. Appart from the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic pl

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We are located in the center of Madrid just 10 minutes from THE SUN GATE and 8 minutes from the PLAZA MAYOR A few meters away you have the GRAN VIA Madrileña with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen by the fashionable neighborhood of Madrid If th

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The apartment is located in the most turistic area of the heart of Madrid, only meters away from lovely restaurants, exclusive stores, historical sculptures, classical theaters, among other attractions.

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It`s a very peaceful neighborhood and well communicated. It`s counts with all kind of shops, highlighting only 10 minutes away ( walking distace ), the Corte Ingles of Nuevos Ministerios.

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Located in one of the most alternative and modern neighborhoods of the capital, where fashion and urban culture are trends. A very quiet area in one of the emblematic districts of Madrid. Full of shops, supermarkets coffee shops and restaurants.

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Welcome to the Barrio de Salamanca! This is one of the most exclusive areas of Madrid, known for its elegance and sophistication. Here you will find fashion shops, gourmet restaurants, and a vibrant nightlife. But that's not all, there are also many places of interest to visit! <b

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Named “Coolest in the World” –and located South of Puerta Del Sol- Lavapiés is a demonstration of a fashionable neighborhood where “bustling cultural life”, artistic murals, architecturally rich buildings, diverse cuisines from all over the world, vibrant squares and a bohemian atmosphere make a pe

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Malasaña brings modern, edgy, vintage, underground vibes. Home of the party scene and the cultural revolution. In fact, this is where the Movida Madrileña was born in the 1980s, and the soul of that counter-cultural movement is as alive today as it ever was, in bars like La Vía Láctea, El Penta and

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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz

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Unbeatable location, in the neighborhood of La Latina, the area of greatest cultural interest in the city from where you can walk to the main tourist attractions: the Royal Palace, the Almudena Cathedral, Plaza Mayor, the Rastro, Puerta del Sol, the San Miguel Market and much more. The apartment is

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Azca Financial Zone

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Possibly the best neighborhood in Madrid if you come to know the center. The building is located 3 minutes walk from Gran Via, one of the main streets of the city with cinemas, theaters, discos, casinos, restaurants, shops, museums , concert halls and shows ,etc…

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The Pacific neighborhood occupies the entire southern facade of the Retiro district. being the area with the highest population density and young population in the entire district. Currently it is divided into two administrative areas: the eastern area, called Adelfas, and the western area, which ha

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We are located in the center of Madrid just 3 minutes from the GRAN VÍA Madrid with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen El Barrio de Moda de Madrid If the trip is for work, studies, for pleasure, or alone or in company our apartments is ideal<

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In the heart of Madrid, the apartment is located between the liveliest neighborhoods of Madrid, Chueca, Malasaña, Centro, less than 1 minute away from Gran Vía, the most famous boulevard of the city, which brings together restaurants of all kinds, varied and original shops and some of the most iconi

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The Gran Vía is one of the nerve centers of Madrid and in it you can find atmosphere at any time of the day throughout the year. It is one of the main streets of Madrid (Spain). It is an important landmark in the city seen from the commercial, tourist and leisure point of view

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It is located in a strategic place in Madrid, walking to the main points of interest: Puerta del Sol 6 min walk. Debod Temple is a 25-minute walk away. Royal Palace is a 13 minute walk. Gran Vía is a 12 minute walk. Plaza Mayor is a

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The nearest Metro station is Manoteras (14 min) and Pinar de Chamartín (17 min). Which is 9 minutes walk from the apartment. Bus No. 7, departing from Nuevos Ministerios will take you to the apartment door (and vice versa). If you come by car, you can park for free

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Located in the prestigious Chamberí district, in one of the most representative areas of the city. Close to Paseo de la Castellana and Calle Serrano. In the financial and commercial heart of the capital surrounded by embassies, restaurants and five-star hotels. Its privileged location allows you to

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This historic district area (Sol/ Huertas/ La Latina) is perfect for exploring the Spanish capital: •Most of Madrid amenities are within walking distance, museums; or the countless bars, flamenco tablaos, theatres or musicals. •Thriving cultural life, art galleries

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Our limehome Madrid Calle de la Madera is located in the beautiful and popular Malasaña neighborhood in the heart of Madrid. The district surprises with its varied shops, bars, restaurants, and supermarkets and is also very well connected to the rest of the city. It is only a 5-minute walk to the ma

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The neighborhood of Guindalera is a neighborhood in the district of Salamanca, in Madrid, Spain. It is known for being a quiet residential area, with a great variety of homes and a great variety of services such as shops, supermarkets, restaurants, bars, squares and parks to relax and enjoy the sun.

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The city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists in recent years. Beyond the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic places such as

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Tourist Apartments in the Historic Center of Madrid where you can sleep “like a baby” without missing a moment of the “Madrid scene”. Apartments with a fun and young style that everyone loves

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Located in the heart of one of the most fashionable neighborhoods of the capital, is our apartment, where fashion and urban culture are trends. You can walk through one of the streets with the most shops and cafes in all of Madrid, as well as being next to the main tourist stops such as: Gran Via, P

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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz

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Welcome to Chamberí! Feel like a true Madrileño in this district. Although more residential, don't underestimate this locals' neighborhood... Spend Friday night or afternoon on Calle Ponzano famous for its many bars and restaurants (may we recommend the Sala de Despiece restaurant). Come e

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Located in the southern area of Madrid, in the Usera neighborhood 3.8 km from Puerta del Sol. An area of great commercial activity with all kinds of shops and services just a short walk away. Gateway to Chinatown, with a multitude of shops from all sectors and restaurants tha

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Chamberí, A charming neighborhood with a blend of traditional and modern vibes, tree-lined streets, cozy cafes, boutique shops, picturesque parks, and a diverse culinary scene. It retains its historical essence while being lively and vibrant, appealing to both residents and visitors seeking an authe

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Glamorous Salamanca is one of the most coveted districts in Madrid, since there is so much to do and see. This affluent area is known for its fine dining and shopping scenes, all concentrated on the "Golden Mile" in and around Ortega y Gasset Street. The area is also a draw for art lovers

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Chamberí is a lovely residential area near the city center. The area is upscale, with lovely parks and playgrounds in addition to stately housing blocks. The area is popular with newcomers to the city, thanks to its convenience and architectural flair. Cafes and restaurants can be found throughout t

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Glamorous Salamanca is one of the most coveted districts in Madrid, since there is so much to do and see. This affluent area is known for its fine dining and shopping scenes, all concentrated on the "Golden Mile" in and around Ortega y Gasset Street. The area is also a draw for art lovers

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Salamanca neighborhood. The distinguished Salamanca district is one of the most high-priced neighborhoods in the capital. In the 19th century a widening plan took place in this zone, having as a result bright, clear and wooded highways. Surrounded by th

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Gran Vía, Plaza de Callao, Puerta del Sol and Plaza Mayor are just a few minutes' walk from the accommodation. From the accommodation it is possible to walk to the most emblematic places of Madrid, the Plaza Mayor, the famous Gran Vía, the Prado Museum and Palacio Real ar

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Cuzco is known as the commercial and financial area of Madrid. It is a well-located neighborhood, with green areas and open-air spaces, wide streets and a lot of supermarkets, pharmacies, cafes and restaurants that make it an ideal district for daily life.

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Barrio de Salamanca, one of the most safe and comfortable quarter for being in the middle of the part of town where everything happens. Supermarket, greengrocers, taxi, metro, bars and 5 minutes walking distance from Goya and Serrano the most famous shopping areas with the best brands. Also very clo

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Moncloa takes its name from the local Palace of Moncloa, the residence of the Prime Minister of Spain. There's also the historic Puerta de Hierro, a massive gate that was erected in 1753 at the entrance to the grounds. There are a variety of dining options, including excellent bars, cafes and r

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It is a quiet neighbourhood with easy access to the city centre (15 minutes by direct metro line) where you can escape from the hustle and bustle of the big city and get to know the daily life of the locals on foot. The Santiago Bernabeu stadium and the business area of the city (Azca and 4 Torres)

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The Retiro district takes its name from the vast El Retiro Park, a massive green space just southeast of the city center that dates back to the early 16th century. The surrounding area is stylish and upscale, with a number of shops, restaurants, cafes and fine hotels. The world-famous Prado Museum i

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Considered one of the most exclusive neighbourhoods in the capital, due to its elegant buildings and wide streets that make it as luminous as it is peaceful, the Salamanca neighbourhood was conceived precisely for this purpose. It is named after its main promoter, José María de Salamanca y Mayol, wh

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The city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists in recent years. Beyond the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic places such as

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Discover Madrid Rio and San Isidro from our Ideally Located Apartment: Step into a world of outdoor excitement and cultural allure as you explore Madrid Rio and the delightful neighborhood of San Isidro. Our conveniently situated Apartment offers the perfect base to immerse yo

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Madrid is one of the most iconic cities in Spain and Europe. Betting on cleanliness, quality and gastronomy and accompanied by a magnificent time along the four seasons, it is becoming a very attractive tourist destination for both Spanish and international tourists in recent years. <b

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The neighborhood of La Latina is one of the most characteristic, one of the most traditional and one of the busiest in Madrid, which is no small thing to say in the Spanish capital. Its irregular layout of alleys of medieval origin, its summer festivals to the rhythm of chotis and its taverns and ta

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Nuevos Ministerios offers tourists a modern and vibrant experience. With its innovative architecture and iconic skyscraper complex like Torre Europa or Torre Picasso, it's a fascinating place to explore. The train and metro station makes it easy to access other points of interest in the city. I

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In the last few years, the city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists. Appart from the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic pl

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Upscale Huertas-Cortes is a centrally located Madrid neighborhood that's within walking distance of the city's best attractions. You're in the heart of it all, with great dining, nightlife, and a variety of cultural attractions. This historic location is walking distance from the worl

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Hostel located in the historic center of Madrid, where there is the largest offer of leisure and culture in the city. The Puerta del Sol, Plaza Mayor, Royal Palace and Spanish Steps are just a ten-minute walk away.

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The area is privileged, it is very close to Gran Via, Callao, Santo Domingo and the Opera Theater. The whole area is full of restaurants, stores, supermarkets, points of interest. It will be a great experience.

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The apartment is located in the area of Madrid Rio, a wide promenade where you can enjoy the Rio Manzanares, beautiful views towards the Royal Palace and the Almudena Cathedral, given its good location in only 15 minutes by metro you can be located in the main tourist points of the capital.

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The neighborhood stands out for its respect for diversity, the abundant possibilities of leisure and restaurant. Since just 5 minutes on foot, you are in the most commercial street of Madrid Gran via , culturally we have less than 10 minutes walking The Plaza de Cibeles , Royal Palace, East trembled

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We are just beside Santa Ana Square the heart of Las Letras, a lively and safe downtown neighborhood. Most of Madrid amenities are within walking distance, museums or the countless bars, flamenco tablaos, or theatres. Thriving cultural life, art galleries and the main city mu

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The nearest Metro station is Manoteras (14 min) and Pinar de Chamartín (17 min). It is a 9 minute walk from the flat. Bus number 7, which leaves from Nuevos Ministerios, will take you to the door of the flat (and vice versa). If you come by car, you can park for fr

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Ríos Rosas balances upscale apartments with fun and traditional Madridleñian style. The famed Calle Ponzano, a street that offers 72 bars and restaurants in 1 kilometer, runs through this neighborhood bringing liveliness to this otherwise quiet and elegant neighborhood. Have a picnic or go tapa bar

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In the best of the Chueca neighborhood (Justice area), being right in front of the San Antón market. With a great gastronomic offer. Surrounded by shops, shops, with a wide gastronomic and leisure offer. Very close to Gran Vía, wit

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- Puerta del Sol - 350 meters - Plaza de Ópera - 75 meters - Gran vía - 600 meters - Palacio Real - 75 meters - Plaza Mayor - 95 meters - Senate - 750 meters - Prado Museum - 1 km - Atocha Station - 1.8 km - City

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Near the Atocha station and the Retiro park, in the Pacific neighborhood, are these magnificent apartments.A booming area in which large companies are settling down. Very well connected by two subway lines, commuter and high speed, on the avenue from which it borrows its name,

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<1%

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https://a0.muscache.com/pictures/7b80bd6f-d65d-426e-9480-32181090baac.jpg

3

<1%

-

https://a0.muscache.com/pictures/525f29c5-6a4e-4902-b9e7-1271ff9947a9.jpg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-1142184881161287616/original/be9f6922-692d-4808-aaa7-9df557a50b62.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-681812193956475065/original/31b895a0-1e53-45b5-8351-6fb29c78138b.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-610151923994088300/original/8d4e7f62-851d-4a44-8c65-734c541fb619.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-791108167946683389/original/22718f9a-8620-4be6-9b0e-6a7abe4304c4.jpeg

3

<1%

-

https://a0.muscache.com/pictures/607b0ab1-9153-4d9b-9775-27aeb369b859.jpg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-1184710118224244091/original/ca9665fc-52cd-41aa-bc4e-101aba150a14.jpeg

3

<1%

-

https://a0.muscache.com/pictures/ac87a491-ffe5-4483-9adc-15620da16193.jpg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-872384079324085168/original/7558e9e6-513e-4d49-9305-993482f29840.jpeg

3

<1%

-

https://a0.muscache.com/pictures/026a98a0-0aec-448e-af59-2e9b33558280.jpg

3

<1%

-

https://a0.muscache.com/pictures/hosting/Hosting-U3RheVN1cHBseUxpc3Rpbmc6MTE1ODUzODAzODIyMjU0ODMzNw%3D%3D/original/0cde5b41-abd4-4515-855a-d82f671daca5.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-1087464823118839742/original/94feb36d-1638-44d7-b897-c71df9ef2393.jpeg

3

<1%

-

https://a0.muscache.com/pictures/8fb558fe-c09c-4e42-bb8a-a01299b1089c.jpg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-1178181172462390492/original/e74811c8-0f28-42d1-a4e5-a6cdd0cd9aa3.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-1149355337569328710/original/2ee600f6-6e23-4ad0-be8e-3ac6abc5c87d.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-855504873814304755/original/2f190506-a26b-45a3-8093-6b47eb818441.jpeg

3

<1%

-

https://a0.muscache.com/pictures/aa42614b-4303-4a09-b908-6ea0333590d0.jpg

3

<1%

-

https://a0.muscache.com/pictures/hosting/Hosting-U3RheVN1cHBseUxpc3Rpbmc6MTA5NTY1NTM0ODA1NDIwNDYxOA%3D%3D/original/86be7a0b-8b91-40c1-980a-8e579375abb7.jpeg

3

<1%

-

https://a0.muscache.com/pictures/miso/Hosting-889219418447500577/original/9d0d5d5a-683b-4745-aae8-c685094dcfe1.jpeg

3

<1%

-

https://a0.muscache.com/pictures/0832102d-393d-4cbf-81b7-986057018368.jpg

26,727

>99%

-

(Other)

host_id

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

id

0.51

number_of_reviews

-0.25

calculated_host_listings_count

0.21

review_scores_communication

-0.19

review_scores_checkin

-0.19

availability_90

0.18

review_scores_value

-0.18

calculated_host_listings_count_entire_homes

0.18

review_scores_rating

-0.18

availability_60

0.18

host_listings_count

0.17

review_scores_accuracy

-0.17

calculated_host_listings_count_private_rooms

0.16

availability_30

0.15

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.33

host_response_rate

0.32

host_verifications

0.24

neighbourhood

0.24

host_has_profile_pic

0.22

host_response_time

0.19

source

0.15

property_type

0.15

bathrooms_text

0.14

host_is_superhost

0.11

neighbourhood_group_cleansed

0.10

instant_bookable

0.09

has_availability

0.07

room_type

0.06

MOST FREQUENT VALUES

291253690

322

1.2%

346367515

314

1.2%

377605855

312

1.2%

518713670

254

0.9%

434208714

221

0.8%

438136382

193

0.7%

576464572

176

0.7%

444912851

131

0.5%

460391145

130

0.5%

471977881

124

0.5%

40877988

124

0.5%

567327895

95

0.4%

107335103

94

0.3%

529402573

91

0.3%

391810099

86

0.3%

SMALLEST VALUES

7952

1

<0.1%

17453

1

<0.1%

31622

2

<0.1%

53526

9

<0.1%

66327

2

<0.1%

67353

2

<0.1%

70273

1

<0.1%

70604

1

<0.1%

71602

1

<0.1%

75744

1

<0.1%

75944

1

<0.1%

83531

2

<0.1%

88043

1

<0.1%

106801

4

<0.1%

124972

5

<0.1%

LARGEST VALUES

651086921

1

<0.1%

650858479

1

<0.1%

650727703

1

<0.1%

650621539

1

<0.1%

650525891

2

<0.1%

650523291

1

<0.1%

650434406

1

<0.1%

650431319

1

<0.1%

650426279

1

<0.1%

650359793

2

<0.1%

650184177

1

<0.1%

650137491

1

<0.1%

599677652

1

<0.1%

599649774

1

<0.1%

599584305

1

<0.1%

host_url

MISSING:

---

322

1%

-

https://www.airbnb.com/users/show/291253690

314

1%

-

https://www.airbnb.com/users/show/346367515

312

1%

-

https://www.airbnb.com/users/show/377605855

254

<1%

-

https://www.airbnb.com/users/show/518713670

221

<1%

-

https://www.airbnb.com/users/show/434208714

193

<1%

-

https://www.airbnb.com/users/show/438136382

176

<1%

-

https://www.airbnb.com/users/show/576464572

131

<1%

-

https://www.airbnb.com/users/show/444912851

130

<1%

-

https://www.airbnb.com/users/show/460391145

124

<1%

-

https://www.airbnb.com/users/show/471977881

124

<1%

-

https://www.airbnb.com/users/show/40877988

95

<1%

-

https://www.airbnb.com/users/show/567327895

94

<1%

-

https://www.airbnb.com/users/show/107335103

91

<1%

-

https://www.airbnb.com/users/show/529402573

86

<1%

-

https://www.airbnb.com/users/show/391810099

84

<1%

-

https://www.airbnb.com/users/show/107141654

80

<1%

-

https://www.airbnb.com/users/show/217067249

79

<1%

-

https://www.airbnb.com/users/show/28038703

76

<1%

-

https://www.airbnb.com/users/show/28786243

75

<1%

-

https://www.airbnb.com/users/show/112271726

74

<1%

-

https://www.airbnb.com/users/show/394687867

70

<1%

-

https://www.airbnb.com/users/show/1408525

68

<1%

-

https://www.airbnb.com/users/show/430264712

66

<1%

-

https://www.airbnb.com/users/show/9885245

66

<1%

-

https://www.airbnb.com/users/show/220103569

65

<1%

-

https://www.airbnb.com/users/show/112373304

63

<1%

-

https://www.airbnb.com/users/show/480261102

63

<1%

-

https://www.airbnb.com/users/show/31772865

63

<1%

-

https://www.airbnb.com/users/show/901218

59

<1%

-

https://www.airbnb.com/users/show/133056146

58

<1%

-

https://www.airbnb.com/users/show/560846948

58

<1%

-

https://www.airbnb.com/users/show/466052734

55

<1%

-

https://www.airbnb.com/users/show/106591951

54

<1%

-

https://www.airbnb.com/users/show/397053855

54

<1%

-

https://www.airbnb.com/users/show/99018982

52

<1%

-

https://www.airbnb.com/users/show/450144376

50

<1%

-

https://www.airbnb.com/users/show/418270816

47

<1%

-

https://www.airbnb.com/users/show/129000409

46

<1%

-

https://www.airbnb.com/users/show/402683004

45

<1%

-

https://www.airbnb.com/users/show/448890645

43

<1%

-

https://www.airbnb.com/users/show/561652810

42

<1%

-

https://www.airbnb.com/users/show/201741093

42

<1%

-

https://www.airbnb.com/users/show/572433555

42

<1%

-

https://www.airbnb.com/users/show/45621438

41

<1%

-

https://www.airbnb.com/users/show/52530675

40

<1%

-

https://www.airbnb.com/users/show/392790154

40

<1%

-

https://www.airbnb.com/users/show/498026704

40

<1%

-

https://www.airbnb.com/users/show/494237478

39

<1%

-

https://www.airbnb.com/users/show/5542111

38

<1%

-

https://www.airbnb.com/users/show/22321820

38

<1%

-

https://www.airbnb.com/users/show/36503894

37

<1%

-

https://www.airbnb.com/users/show/69566471

35

<1%

-

https://www.airbnb.com/users/show/307123621

35

<1%

-

https://www.airbnb.com/users/show/225570970

34

<1%

-

https://www.airbnb.com/users/show/446760611

34

<1%

-

https://www.airbnb.com/users/show/8321213

34

<1%

-

https://www.airbnb.com/users/show/232520062

33

<1%

-

https://www.airbnb.com/users/show/390770038

32

<1%

-

https://www.airbnb.com/users/show/85954448

32

<1%

-

https://www.airbnb.com/users/show/2105590

21,992

82%

-

(Other)

host_name

MISSING:

3

(<1%)

356

1%

-

Javier

337

1%

-

Jorge

322

1%

-

Fran Y Marta Isabel

314

1%

-

Ukio

312

1%

-

MIT House

260

<1%

-

Maria

260

<1%

-

Daniel

254

<1%

-

Bemadrid

248

<1%

-

Carlos

221

<1%

-

Blueground

216

<1%

-

Raul

211

<1%

-

Home Club

207

<1%

-

Pablo

205

<1%

-

David

204

<1%

-

Emilio

203

<1%

-

Fernando

202

<1%

-

Ana

180

<1%

-

Juan

180

<1%

-

Maria Mercedes

177

<1%

-

Rodrigo

176

<1%

-

Antonio

175

<1%

-

Jose

162

<1%

-

Luis

158

<1%

-

Miguel

157

<1%

-

Sara

147

<1%

-

Elena

142

<1%

-

Diego

141

<1%

-

Alejandro

136

<1%

-

Mario

136

<1%

-

Santiago

131

<1%

-

Duke

131

<1%

-

Laura

130

<1%

-

Francisco Andres

129

<1%

-

Andrea

125

<1%

-

Ignacio

119

<1%

-

Cristina

115

<1%

-

Manuel

114

<1%

-

Alberto

112

<1%

-

Sergio

112

<1%

-

Nacho

103

<1%

-

Marta

103

<1%

-

Carmen

101

<1%

-

Jose Alejandro

98

<1%

-

Pedro

93

<1%

-

Patricia

93

<1%

-

María

90

<1%

-

Paula

88

<1%

-

Rafael

87

<1%

-

Isabel

87

<1%

-

Iván

86

<1%

-

Guillermo

86

<1%

-

Claudia

84

<1%

-

Leeways

81

<1%

-

Francisco

79

<1%

-

Luxury Rentals Madrid

77

<1%

-

Enrique

75

<1%

-

Raquel

73

<1%

-

Esther

73

<1%

-

Beatriz

70

<1%

-

Pilar

17,633

65%

-

(Other)

host_since

MISSING:

3

(<1%)

324

1%

-

2019-09-03

316

1%

-

2020-05-15

313

1%

-

2020-11-30

262

<1%

-

2023-06-07

231

<1%

-

2021-12-01

193

<1%

-

2021-12-30

193

<1%

-

2024-05-08

133

<1%

-

2022-07-28

131

<1%

-

2022-05-22

131

<1%

-

2022-02-13

128

<1%

-

2015-08-08

103

<1%

-

2023-08-02

97

<1%

-

2016-12-15

96

<1%

-

2024-03-16

89

<1%

-

2018-09-24

89

<1%

-

2016-12-13

86

<1%

-

2021-03-29

86

<1%

-

2021-03-09

85

<1%

-

2015-02-20

83

<1%

-

2015-03-05

80

<1%

-

2017-01-19

75

<1%

-

2021-11-03

72

<1%

-

2011-11-15

70

<1%

-

2018-10-11

68

<1%

-

2013-11-08

68

<1%

-

2015-04-23

68

<1%

-

2022-09-20

67

<1%

-

2017-01-20

64

<1%

-

2011-08-01

63

<1%

-

2022-06-25

63

<1%

-

2017-06-02

61

<1%

-

2016-09-26

61

<1%

-

2016-06-13

60

<1%

-

2024-02-07

59

<1%

-

2017-05-05

56

<1%

-

2016-10-10

56

<1%

-

2021-04-15

56

<1%

-

2024-01-10

56

<1%

-

2021-05-21

56

<1%

-

2016-12-08

54

<1%

-

2022-03-18

53

<1%

-

2021-08-13

50

<1%

-

2023-01-26

48

<1%

-

2023-04-25

47

<1%

-

2018-07-12

47

<1%

-

2024-04-15

46

<1%

-

2016-07-25

46

<1%

-

2024-02-12

45

<1%

-

2022-03-10

44

<1%

-

2015-12-28

44

<1%

-

2019-11-05

44

<1%

-

2015-10-02

43

<1%

-

2016-04-29

43

<1%

-

2023-01-04

41

<1%

-

2013-03-20

41

<1%

-

2014-10-09

41

<1%

-

2021-03-16

40

<1%

-

2018-12-26

40

<1%

-

2014-11-07

40

<1%

-

2015-06-23

21,632

80%

-

(Other)

host_location

MISSING:

8,113

(30%)

16,339

87%

-

Madrid, Spain

571

3%

-

Barcelona, Spain

197

1%

-

Spain

108

<1%

-

London, United Kingdom

45

<1%

-

Las Rozas, Spain

35

<1%

-

Community of Madrid, Spain

35

<1%

-

Paris, France

35

<1%

-

São Paulo, Brazil

32

<1%

-

Alicante, Spain

32

<1%

-

Buenos Aires, Argentina

29

<1%

-

Miami, FL

27

<1%

-

Mexico City, Mexico

26

<1%

-

New York, NY

24

<1%

-

Seville, Spain

22

<1%

-

Zarzalejo, Spain

19

<1%

-

Pozuelo de Alarcón, Spain

19

<1%

-

Bilbao, Spain

18

<1%

-

Sant Joan d'Alacant, Spain

18

<1%

-

Majadahonda, Spain

16

<1%

-

Bogotá, Colombia

15

<1%

-

Toledo, Spain

15

<1%

-

Berlin, Germany

14

<1%

-

Munich, Germany

14

<1%

-

Granada, Spain

14

<1%

-

Valencia, Spain

13

<1%

-

Murcia, Spain

13

<1%

-

Málaga, Spain

12

<1%

-

Lisbon, Portugal

12

<1%

-

Rivas-Vaciamadrid, Spain

12

<1%

-

Burjassot, Spain

12

<1%

-

Vigo, Spain

12

<1%

-

Tres Cantos, Spain

11

<1%

-

Los Angeles, CA

11

<1%

-

San Sebastián, Spain

11

<1%

-

Aranjuez, Spain

11

<1%

-

Nuevo Baztán, Spain

11

<1%

-

Getafe, Spain

11

<1%

-

Móstoles, Spain

11

<1%

-

San Lorenzo de El Escorial, Spain

11

<1%

-

Valladolid, Spain

10

<1%

-

Ciempozuelos, Spain

10

<1%

-

Andalusia, Spain

10

<1%

-

Palma, Spain

10

<1%

-

Arroyomolinos, Spain

10

<1%

-

San Sebastián de los Reyes, Spain

10

<1%

-

A Coruña, Spain

9

<1%

-

England, United Kingdom

9

<1%

-

Las Rozas de Madrid, Spain

9

<1%

-

Lima, Peru

9

<1%

-

Marbella, Spain

9

<1%

-

Boadilla del Monte, Spain

9

<1%

-

Santander, Spain

9

<1%

-

Ibiza, Spain

8

<1%

-

Zürich, Switzerland

8

<1%

-

Almería, Spain

8

<1%

-

Alcobendas, Spain

8

<1%

-

Torrelodones, Spain

7

<1%

-

Amsterdam, Netherlands

7

<1%

-

Salamanca, Spain

7

<1%

-

Springe, Germany

798

4%

-

(Other)

host_about

MISSING:

13,729

(51%)

322

2%

-

¡Hola! Somos Fran e Isabel y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.

314

2%

-

Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l

254

2%

-

Somos BEMADRID! Tu solución en alquiler temporal en Madrid por meses. Descubre la comodidad y flexibilidad de nuestras opciones de alquiler. Encuentra tu hogar ideal en la vibrante ciudad de Madrid con BEMADRID. Ofrecemos una amplia selección de alojamientos temporales. ¡Aprovecha tu estancia al máx

221

2%

-

We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or

208

2%

-

At Home Club, all of our properties have been hand selected to ensure they meet our high standards for stylish interior design, state-of-the-art appliances, and premium amenities. Our team has thought of all the details when it comes to our homes, when you move in you’ll find everything from kitchen

176

1%

-

Contamos con más de 500 habitaciones en toda la zona céntrica de la ciudad, nos dedicamos a alojar a jóvenes estudiantes o profesionales de menos de 35 años por periodos cortos o largos de tiempo. Las casas están totalmente equipadas al igual que las habitaciones con mesa de escritorio, silla, arma

130

<1%

-

¡Hola! Somos Isabel y Fran y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.

124

<1%

-

Somos YOUHOMEY, una STARTUP que nos dedicamos a los alquileres por temporada, ofrecemos la mejor calidad y servicio en nuestros inmuebles para asi satisfacer las necesidades de cada inquilino y que su estancia sea lo mas placentera posible.

124

<1%

-

BATUECAS TRAVEL es una empresa conformada por un equipo de profesionales dedicados al sector de la Atención al Turista. Nos maravillamos al conocer personas nuevas e historias impactantes; así como compartir y promover lo que España es. En los 10 años de trayectoria en Madrid, nos hemos consolid

98

<1%

-

¡Descubre Madrid con nosotros! Ofrecemos alojamientos modernos y bien ubicados, garantizando limpieza, privacidad y seguridad. Nuestro equipo se encarga de todos los detalles para que disfrutes al máximo. Te esperamos en nuestros acogedores rincones equipados con todo lo necesario para una estancia

95

<1%

-

¡Bienvenidos a Match4Room! Ofrecemos habitaciones de lujo y espacios de co-living en el corazón de Madrid, diseñados para proporcionar comodidad, estilo y una experiencia auténtica. Disfruta de instalaciones modernas, servicios de alta calidad y una comunidad vibrante. Tu hogar perfecto en Madrid te

84

<1%

-

En Leeways sabemos que viajar es la mejor manera de conocer nuevas personas, de empaparse de nuevas culturas, de crecer, de aprender… Por eso, apostamos por una nueva forma de viajar, combinando un estilo innovador de alojamientos con una atención personalizada, permitiendo a cada uno de nuestros hu

80

<1%

-

We are expert managers with more than 8 years of experience in the tourist accommodation sector. We focus on offering an unforgettable stay to the guests we receive, offering maximum comfort and support at all times.

79

<1%

-

La familia Luxury Rentals Madrid está formada por un gran equipo de profesionales en todos los ámbitos, altamente capacitados para satisfacer las necesidades de nuestros huéspedes.

76

<1%

-

¡Hola! Somos Emilio y Abel y estaremos encantados de estar a vuestra disposición cuando optéis por uno de los bonitos alojamientos con los que colaboramos ya que ayudamos a los propietarios con la gestión de sus viviendas turísticas. Desde el punto de vista del propietario, el alquiler de nuestra

75

<1%

-

Me considero una persona positiva y transparente. Me encanta ayudar y ser servicial con los demás. Ultimamente he de decir que no viajo muy lejos de mi país por trabajo aun que me encantaría sacar unos días y escaparme algún lejano paraíso. Soy piloto e instructor de vuelo. Disfruto mucho del esquí

70

<1%

-

Alquilar apartamentos en Madrid nunca fue tan sencillo. Somos una empresa que se dedica desde hace más de 10 años al alquiler de viviendas para turistas y empresas, ofreciendo un servicio integral para hacer su estancia lo más cómoda y agradable posible. Todas nuestras viviendas están amuebl

65

<1%

-

Deportista, amante del running y el fitness. Economista, emprendedor.

63

<1%

-

Very easy going !

59

<1%

-

Apartamentos Day Madrid es una empresa dedicada a la gestión de alojamientos turísticos en el centro de Madrid. Contamos con un equipo de trabajo diverso y multicultural que son parte fundamental del excelente servicio que brindamos cada día, aportando al turismo de la ciudad la oportunidad de aloja

58

<1%

-

Soy Estela y muevo algunos apartamentos en Madrid.

55

<1%

-

Luxa Home te ofrece apartamentos Prime en las mejores zonas de la capital con una atención exclusiva para cubrir todas tus necesidades durante tu estancia. Ofrecemos un servicio íntegro 24/7, recibiendo a cada cliente personalmente y aclarando todas sus dudas. Como servicio adicional, contamos con

54

<1%

-

¡Hola! Somos Juan y Bea, dos anfitriones que creemos que la hospitalidad es una parte fundamental de la experiencia de viaje y nos esforzamos por ofrecer una experiencia personalizada para cada uno de nuestros huéspedes. Estamos a tú disposición desde que realizas la reserva en nuestro apartamento,

52

<1%

-

Te daremos la bienvenida en nuestras oficinas de la Plaza Mayor de Madrid (Calle Fresa nº 1 LOCAL, 28012, Madrid) en horario de 15:00 a 21:00h. Antes de tu llegada necesitaremos verificar tus datos para cumplir con las leyes locales, así como realizar la firma de contrato pertinente, imprescindibl

50

<1%

-

At limehome, we believe that everyone deserves a better place while travelling. A place to look forward to return to. Simply a place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our homey Suites feature high-quality fittings for restful nights &

47

<1%

-

Welcome to Olala Homes, where modern design and comfort come together to create the ultimate experience. With over 100,000 satisfied guests, we know how to provide a seamless and enjoyable digital experience for your stay. Our worldwide accommodations range from stylish studios to luxurious villas,

46

<1%

-

Hola soy Ruth estaré encantada de recibirte personalmente otras veces podrá ser otr@ compañer@ pero siempre estaremos en contacto y podrás contar conmigo para cualquier duda o eventualidad! te esperamos !

42

<1%

-

We are the largest flexible housing company globally. Our mission is to provide access to housing anywhere, for everyone. Habyt was founded in Berlin by a team of entrepreneurs with a vision to create affordable and sustainable living solutions around the world. The co-living and housing rental mode

42

<1%

-

Hola, Soy Miguel, un joven apasionado por viajar, que vive y trabaja en España. Me considero una persona simpática y siempre abierta a hacer nuevos amigos. Gestiono varios apartamentos en Madrid y Asturias y será un placer poder recibirte. Haré todo lo posible para hacer que tu estancia sea cómoda

42

<1%

-

At Your.Rentals we provide you with the best selection of vacation rental properties in Spain and beyond from trusted local hosts. We're here every step of the way to ensure your booking and stay create an amazing travel experience - every time.

38

<1%

-

Vanrays ofrece a sus clientes un producto de resultado verificado en forma de Alquiler de Apartamentos Amueblados orientados a un segmento de clientes que necesitan alojamientos de alta calidad en la decoración, equipamiento y acabado de los mismos. Además, todos ellos disfrutan de una excepcional u

38

<1%

-

I am an optimistic, outgoing and very sense of humor, I enjoy good people and enjoy their smile and their stories. Travel, share my leisure with my family and friends, discover the world, a book, a movie, a new restaurant in Madrid ... .These are my hobbies .... For now !!! I love Madrid and I lov

35

<1%

-

En Suites You ofrecemos alojamientos en las mejores ubicaciones del centro de Madrid, permitiendo que nuestros clientes disfruten del ambiente del centro de la ciudad, desde la comodidad de nuestros apartamentos y habitaciones.

34

<1%

-

Asesor inmobiliario

34

<1%

-

@domus.madrid Empresaria y Fotografa profesional, relacionada con el mundo de la hostelería desde hace más de 20 años. Me entusiasma decorar y pensar en espacios que van a ser ocupados por personas que están pasando una estancia agradable y única en la ciudad. Hablo Español, Inglés y Francés y me e

33

<1%

-

Queremos cambiar la percepción de una agencia inmobiliaria tradicional y queremos ser un aliado de confianza. ¿Necesitas sentirte como en casa? Nosotros gestionamos directamente y verificamos in situ las viviendas que alquilamos para que tengas todo lo que necesites, y para que estén listas el día

32

<1%

-

Amante de los viajes y de la buena vida!

32

<1%

-

Con más de 30 años en la industria del Turismo somos un equipo dedicado a la satisfacción total de los huéspedes. Las buenas reseñas nos avalan. YourBestApartment

31

<1%

-

Somos la cadena AYZ Hotels, una propuesta de hospedaje Inteligente. Ofrecemos habitaciones climatizadas con cómodas camas para descansar y continuar la jornada de trabajo o diversión en la ciudad. RECUERDA, para ingresar en tu habitación nuestro sistema te envía por correo los botones de acceso para

30

<1%

-

Venezuelan architect, italian, spanish and Argentinian descent, loves to eat and share the city secrets with everybody who visit Madrid. In 2008 starts a small holiday lettings company to complement the architecture and interior design job. I have created Flat Sweet Home and today we manage severa

30

<1%

-

¡Hola! Somos Madrid Rentals, una empresa totalmente familiar. En 2018 adquirimos en propiedad un edificio en la calle Chinchilla para destinarlo a alojamiento de corta y media estancia. Después de un buen lavado de cara, tanto del edificio, como de los apartamentos, resurgimos desde los escombros

29

<1%

-

.

28

<1%

-

Empresa dedicada a las viviendas de alquiler temporal y al real estate enfocados para acomodar a grupos y familias. Siempre a la vanguardia sin escatimas en lujo de detalles y comodidades.

28

<1%

-

Soy Diego, graduado en Turismo, me encanta viajar, descubrir nuevos lugares y cuando no viajo, dedico toda mi energía y esfuerzo en hacer que los huéspedes se encuentren a gusto y descubran mi ciudad favorita, Madrid. Además, ayudo a otros propietarios a hacer sentir como en casa a viajeros de todo

28

<1%

-

Soy periodista de formación pero he trabajado durante muchos años en el sector hotelero. Me encanta conocer nuevas culturas. **Reglas de Check-in:** Para coordinar la llegada, les pido a mis huéspedes que fijen una hora de llegada conmigo con antelación. Si el retraso supera una hora, se aplicará

27

<1%

-

Vivo en Madrid hace ya varios años, me encanta el turismo, conocer nuevos lugares y sobre todo la cotidianidad de cada lugar; conocer gente nueva, y disfrutar de la gastronomía.

27

<1%

-

Entusiasta de Madrid, me gusta pasear por sus calles y observar cómo cambia la ciudad, sus gentes, el paso de las estaciones o simplemente perderme por el centro. La felicidad reside en las cosas sencillas, comer, viajar, querer, hace deporte, dormir, si eres capaz de vivir como quieres serás feliz

27

<1%

-

Ragazzo dinamico e imprenditore, mi piace viaggiare, conoscere posti, persone e cose nuove.

27

<1%

-

At GuestReady, we're on a mission to redefine modern hospitality. We specialise in helping hosts deliver outstanding experiences to their guests worldwide. With years of hospitality experience, we're dedicated to providing an exceptional experience. Let us help you find the perfect place f

26

<1%

-

Hola! Soy una chica española, me encanta el diseño de interiores y estoy enamorada de Madrid :) Puedes ver mis trabajos en @Decoraconcolor

26

<1%

-

Nos encanta nuestro trabajo, alojamos huéspedes desde hace más de 10 años y la mayor satisfacción es ver como nuestros clientes vuelven. Madrid Rental Flats es la alternativa flexible al alquiler tradicional, que permite adaptar los periodos de estancia a las necesidades de cada cliente. Nu

25

<1%

-

We manage wonderful furnished and fully equipped apartments. We offer a professional service, providing the best customer care to make the most of your corporate stay or for your vacation. Our Serviced Apartments in Barcelona are located in the main neighborhoods, near the sea side, city center, fi

25

<1%

-

Life is thrilling but I rather stay at home and enjoy my city on week-ends. Either on bike or walking i love visiting the city center, taking a tour into the Retiro park or Casa de Campo. There are so many spaces to discover it amazes me how much there is on offer. Walking straight into Sol you can

25

<1%

-

Me considero una persona con gran vocación de servicio y siempre dispuesta a ayudar. Los huéspedes repiten!

24

<1%

-

Vivo en Madrid , soy licenciada en ciencias sociales y cinematografía y ahora me dedico a alquilar apartamentos por temporada en stopiflat a gente como yo que le guste viajar y conocer nuevos lugares de manera comoda y como uno mas del lugar .

24

<1%

-

“PRESIDENCE RENTALS” is a real estate agency in Madrid with a long trajectory as a prestige company which selects, decorates and equips the best properties, so the travelers can enjoy a comfortable stay without any worries. We only select luxury buildings located in the center zone of the city, comp

24

<1%

-

Experience the ultimate in luxury and immerse yourself in a five-star hotel-like stay at Exyca. Our carefully selected collection of exquisite vacation rentals offers a perfect blend of elegance and comfort, ensuring an unforgettable experience. Discover a world of sophistication and create lasting

24

<1%

-

En HEIMA cada alojamiento es único, dispone de una luz y unas necesidades definidas, tiene su propia personalidad. Ofrecemos soluciones a las personas viajeras que buscan una experiencia “slow travelling” para sumergirse en las costumbres del destino, disfrutar de la oferta cultural, de las compras

23

<1%

-

Descubre mis apartamentos en pleno centro de Madrid y disfruta de tu estancia sintiéndote como en tu casa

22

<1%

-

Since 2012 we have been managing properties in Madrid, for tourist, short term rentals, students and workers. We work together with the company Flexiserv (Cleaning and maintenance) to be able to offer you the best spaces in Madrid, apartments full of charm, and receive you with the best service and

9,190

69%

-

(Other)

host_response_time

MISSING:

5,261

(19%)

TOP CATEGORIES

within an hour

15,490

71%

within a few hours

3,664

17%

within a day

1,477

7%

a few days or more

1,088

5%

ALL

21,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_response_time
PROVIDES INFORMATION ON...

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1.00

last_scraped

1.00

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1.00

host_response_rate

0.41

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0.36

source

0.30

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0.21

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0.18

instant_bookable

0.12

host_is_superhost

0.07

room_type

0.04

property_type

0.03

host_verifications

0.03

host_has_profile_pic

0.02

THESE FEATURES
GIVE INFORMATION
ON host_response_time:

host_response_rate

0.65

host_acceptance_rate

0.50

source

0.13

has_availability

0.07

instant_bookable

0.07

host_identity_verified

0.05

property_type

0.04

host_is_superhost

0.04

bathrooms_text

0.03

room_type

0.02

host_verifications

0.02

neighbourhood_group_cleansed

0.02

neighbourhood

0.01

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
CORRELATION RATIO WITH...

bathrooms

0.42

reviews_per_month

0.38

availability_365

0.38

number_of_reviews_ltm

0.38

id

0.35

availability_90

0.35

beds

0.35

review_scores_cleanliness

0.33

review_scores_location

0.33

review_scores_accuracy

0.32

review_scores_communication

0.32

review_scores_rating

0.32

review_scores_checkin

0.32

review_scores_value

0.32

host_response_rate

MISSING:

5,261

(19%)

TOP CATEGORIES

100%

14,515

67%

98%

1,061

5%

99%

712

3%

90%

562

3%

0%

528

2%

94%

390

2%

96%

372

2%

97%

309

1%

80%

263

1%

89%

245

1%

54%

193

<1%

91%

186

<1%

50%

162

<1%

70%

159

<1%

93%

154

<1%

88%

146

<1%

95%

132

<1%

(Other)

1,630

8%

ALL

21,719

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_response_rate
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_response_time

0.65

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0.37

source

0.31

host_acceptance_rate

0.29

host_identity_verified

0.23

host_verifications

0.13

host_is_superhost

0.13

instant_bookable

0.10

property_type

0.08

room_type

0.08

neighbourhood

0.07

THESE FEATURES
GIVE INFORMATION
ON host_response_rate:

host_acceptance_rate

0.43

host_response_time

0.41

source

0.09

property_type

0.06

host_verifications

0.05

bathrooms_text

0.05

neighbourhood_group_cleansed

0.05

host_is_superhost

0.05

has_availability

0.05

host_identity_verified

0.04

instant_bookable

0.04

room_type

0.03

neighbourhood

0.03

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_rate
CORRELATION RATIO WITH...

calculated_host_listings_count_private_rooms

0.75

calculated_host_listings_count

0.62

calculated_host_listings_count_entire_homes

0.62

host_listings_count

0.58

bathrooms

0.48

host_total_listings_count

0.47

availability_365

0.41

review_scores_cleanliness

0.39

id

0.39

review_scores_communication

0.39

beds

0.38

review_scores_rating

0.38

review_scores_checkin

0.38

review_scores_value

0.38

host_acceptance_rate

MISSING:

4,196

(16%)

TOP CATEGORIES

100%

8,412

37%

99%

2,803

12%

97%

1,416

6%

98%

1,071

5%

0%

830

4%

96%

565

2%

95%

389

2%

94%

359

2%

92%

353

2%

55%

290

1%

90%

242

1%

86%

236

1%

72%

229

1%

50%

227

<1%

46%

223

<1%

93%

220

<1%

88%

200

<1%

(Other)

4,719

21%

ALL

22,784

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_acceptance_rate
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_response_time

0.50

host_response_rate

0.43

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0.42

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0.32

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0.28

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0.27

host_is_superhost

0.15

host_verifications

0.14

property_type

0.11

room_type

0.11

bathrooms_text

0.07

THESE FEATURES
GIVE INFORMATION
ON host_acceptance_rate:

host_response_rate

0.29

host_response_time

0.21

instant_bookable

0.06

property_type

0.06

source

0.06

neighbourhood_group_cleansed

0.04

bathrooms_text

0.04

host_verifications

0.04

host_is_superhost

0.04

has_availability

0.03

host_identity_verified

0.03

room_type

0.03

neighbourhood

0.02

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
CORRELATION RATIO WITH...

calculated_host_listings_count_private_rooms

0.82

calculated_host_listings_count

0.64

calculated_host_listings_count_entire_homes

0.63

host_listings_count

0.58

host_total_listings_count

0.50

bathrooms

0.48

review_scores_cleanliness

0.43

review_scores_location

0.42

review_scores_communication

0.42

review_scores_rating

0.42

availability_365

0.42

review_scores_accuracy

0.42

review_scores_checkin

0.42

review_scores_value

0.42

host_is_superhost

MISSING:

979

(4%)

TOP CATEGORIES

f

19,651

76%

t

6,350

24%

ALL

26,001

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_is_superhost
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

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host_identity_verified

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source

0.04

neighbourhood

0.03

host_has_profile_pic

0.02

host_verifications

0.01

room_type

0.01

property_type

0.01

THESE FEATURES
GIVE INFORMATION
ON host_is_superhost:

host_acceptance_rate

0.15

host_response_rate

0.13

host_response_time

0.07

neighbourhood

0.03

source

0.03

has_availability

0.03

host_identity_verified

0.03

property_type

0.02

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0.01

host_verifications

0.01

room_type

0.01

neighbourhood_group_cleansed

0.01

instant_bookable

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_is_superhost
CORRELATION RATIO WITH...

number_of_reviews_ltm

0.34

reviews_per_month

0.29

review_scores_rating

0.29

review_scores_value

0.29

review_scores_cleanliness

0.28

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0.28

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0.28

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0.27

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0.26

number_of_reviews

0.24

number_of_reviews_l30d

0.23

beds

0.12

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0.12

host_id

0.11

host_thumbnail_url

MISSING:

3

(<1%)

778

3%

-

https://a0.muscache.com/defaults/user_pic-50x50.png?v=3

322

1%

-

https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_small

314

1%

-

https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_small

312

1%

-

https://a0.muscache.com/im/pictures/user/User-377605855/original/14d73ba2-32e9-4027-a3de-75e1baac1047.jpeg?aki_policy=profile_small

254

<1%

-

https://a0.muscache.com/im/pictures/user/e179fb84-6c8d-4553-bf35-a936c93df22d.jpg?aki_policy=profile_small

221

<1%

-

https://a0.muscache.com/im/pictures/user/44caf557-4fda-4458-9635-1c4e621273de.jpg?aki_policy=profile_small

193

<1%

-

https://a0.muscache.com/im/pictures/user/70a3fe38-1c61-4d7a-9842-06853769231a.jpg?aki_policy=profile_small

176

<1%

-

https://a0.muscache.com/im/pictures/user/User-576464572/original/2bbe79a2-f241-4d9d-bb4a-e30045a54c97.jpeg?aki_policy=profile_small

131

<1%

-

https://a0.muscache.com/im/pictures/user/b9ced0e4-b549-40a1-acb8-b102b6b88f46.jpg?aki_policy=profile_small

130

<1%

-

https://a0.muscache.com/im/pictures/user/User-460391145/original/954148bb-3b5a-4317-9edb-8ce051af7a30.jpeg?aki_policy=profile_small

124

<1%

-

https://a0.muscache.com/im/pictures/user/958294b7-292f-4b55-86b8-b7f523c86210.jpg?aki_policy=profile_small

124

<1%

-

https://a0.muscache.com/im/pictures/user/66ab587b-3b35-4ffc-8da3-7a750a8b7d96.jpg?aki_policy=profile_small

95

<1%

-

https://a0.muscache.com/im/pictures/user/User-567327895/original/525c07e7-cd78-4324-aecf-d4a86dc04dd2.jpeg?aki_policy=profile_small

94

<1%

-

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40

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38

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35

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34

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34

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34

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33

<1%

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32

<1%

-

https://a0.muscache.com/im/users/2105590/profile_pic/1334044516/original.jpg?aki_policy=profile_small

21,243

79%

-

(Other)

host_picture_url

MISSING:

3

(<1%)

778

3%

-

https://a0.muscache.com/defaults/user_pic-225x225.png?v=3

322

1%

-

https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_x_medium

314

1%

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312

1%

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254

<1%

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221

<1%

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193

<1%

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176

<1%

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131

<1%

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130

<1%

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124

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95

<1%

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<1%

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91

<1%

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84

<1%

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80

<1%

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79

<1%

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76

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75

<1%

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74

<1%

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70

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68

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66

<1%

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66

<1%

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65

<1%

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63

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63

<1%

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63

<1%

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59

<1%

-

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58

<1%

-

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58

<1%

-

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55

<1%

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54

<1%

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54

<1%

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52

<1%

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50

<1%

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47

<1%

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46

<1%

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45

<1%

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43

<1%

-

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42

<1%

-

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42

<1%

-

https://a0.muscache.com/im/pictures/user/User-572433555/original/0f743dbe-95a8-4b2c-9ddf-e99bc235d698.jpeg?aki_policy=profile_x_medium

42

<1%

-

https://a0.muscache.com/im/pictures/user/User-45621438/original/f3e22e47-9198-46dd-ac8c-5e77d981c3de.png?aki_policy=profile_x_medium

41

<1%

-

https://a0.muscache.com/im/pictures/user/159fa27d-ce28-4d93-8a16-e3b594cabc9a.jpg?aki_policy=profile_x_medium

40

<1%

-

https://a0.muscache.com/im/pictures/user/2f71a63f-2c80-4bcc-9477-67b6a81afed4.jpg?aki_policy=profile_x_medium

40

<1%

-

https://a0.muscache.com/im/pictures/user/User-498026704/original/570e1043-5be0-4d79-b6f9-70e4255657d7.jpeg?aki_policy=profile_x_medium

40

<1%

-

https://a0.muscache.com/im/pictures/user/79901cc3-3e08-4c10-b5d4-a54bf1005fd2.jpg?aki_policy=profile_x_medium

39

<1%

-

https://a0.muscache.com/im/pictures/user/6f6e1e34-ac35-498e-9d4e-770f5ccab460.jpg?aki_policy=profile_x_medium

38

<1%

-

https://a0.muscache.com/im/pictures/user/c5e8edd6-6b2e-4e3d-b07a-5b914ee29f5d.jpg?aki_policy=profile_x_medium

38

<1%

-

https://a0.muscache.com/im/pictures/user/User-22321820/original/345fa58e-bf85-482f-bd88-5d7755b5f261.jpeg?aki_policy=profile_x_medium

37

<1%

-

https://a0.muscache.com/im/pictures/user/d2d158fd-abfe-46b1-8e1b-c3263549b3de.jpg?aki_policy=profile_x_medium

35

<1%

-

https://a0.muscache.com/im/pictures/user/2cd6a91b-b4c6-44ec-a95a-eb9072e98691.jpg?aki_policy=profile_x_medium

35

<1%

-

https://a0.muscache.com/im/pictures/user/d7b65ad5-d9c5-4a18-8a35-700f0bc26bc0.jpg?aki_policy=profile_x_medium

34

<1%

-

https://a0.muscache.com/im/pictures/user/ac2b10e6-dabf-4ade-94db-7ba7be197540.jpg?aki_policy=profile_x_medium

34

<1%

-

https://a0.muscache.com/im/pictures/user/f3ae0895-352d-409b-92de-094dd0073b37.jpg?aki_policy=profile_x_medium

34

<1%

-

https://a0.muscache.com/im/pictures/user/5d8de3c3-b681-4534-834b-9efa2d11ab54.jpg?aki_policy=profile_x_medium

33

<1%

-

https://a0.muscache.com/im/pictures/user/8fccdb41-2080-4207-901d-7a7dc5deb2fa.jpg?aki_policy=profile_x_medium

32

<1%

-

https://a0.muscache.com/im/users/2105590/profile_pic/1334044516/original.jpg?aki_policy=profile_x_medium

21,243

79%

-

(Other)

host_neighbourhood

MISSING:

17,579

(65%)

967

10%

-

Malasaña

819

9%

-

Sol

734

8%

-

Embajadores

649

7%

-

La Latina

557

6%

-

Cortes

484

5%

-

Justicia

417

4%

-

Ibiza

370

4%

-

Palacio

210

2%

-

San Blas

200

2%

-

Palos do Moguer

199

2%

-

Ciudad Lineal

198

2%

-

Carabanchel

192

2%

-

Argüelles

181

2%

-

Puente de Vallecas

174

2%

-

Hortaleza

171

2%

-

Aluche

158

2%

-

Trafalgar

147

2%

-

Castillejos

137

1%

-

Recoletos

114

1%

-

Arapiles

101

1%

-

Goya

101

1%

-

Usera

92

<1%

-

Fuencarral-el Pardo

89

<1%

-

Lista

86

<1%

-

Lavapiés

79

<1%

-

Castellana

72

<1%

-

Bellas Vistas

72

<1%

-

Pacifico

69

<1%

-

Imperial

68

<1%

-

Almagro

65

<1%

-

Gaztambide

65

<1%

-

Guindalera

64

<1%

-

Rios Rosas

63

<1%

-

Delicias

61

<1%

-

Acacias

59

<1%

-

Cuatro Caminos

54

<1%

-

Villaverde

52

<1%

-

Prosperidad

52

<1%

-

La Chopera

51

<1%

-

Barajas

47

<1%

-

Valdeacederas

47

<1%

-

Kolonaki

45

<1%

-

Moncloa

42

<1%

-

Urbanización Princesa Kristina

41

<1%

-

Moratalaz

32

<1%

-

Fuente del Berro

28

<1%

-

Chácara Santo Antônio (Zona Sul)

26

<1%

-

Berruguete

25

<1%

-

El Gòtic

25

<1%

-

Jerónimos

25

<1%

-

Hispanoamérica

23

<1%

-

Vila de Gràcia

23

<1%

-

Nueva España

22

<1%

-

Centro

22

<1%

-

El Raval

22

<1%

-

Castilla

21

<1%

-

Almenara

21

<1%

-

Villa de Vallecas

20

<1%

-

Ciudad Jardin

20

<1%

-

El Viso

331

4%

-

(Other)

host_listings_count

MISSING:

3

(<1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_total_listings_count

0.88

calculated_host_listings_count

0.83

calculated_host_listings_count_entire_homes

0.81

maximum_minimum_nights

0.19

review_scores_communication

-0.17

host_id

0.17

availability_365

0.16

id

0.14

review_scores_checkin

-0.14

review_scores_value

-0.14

accommodates

0.14

review_scores_rating

-0.12

minimum_nights_avg_ntm

0.11

minimum_minimum_nights

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_rate

0.58

host_acceptance_rate

0.58

host_verifications

0.56

property_type

0.25

bathrooms_text

0.23

neighbourhood_group_cleansed

0.19

room_type

0.19

host_response_time

0.19

instant_bookable

0.17

source

0.10

has_availability

0.09

host_is_superhost

0.07

neighbourhood

0.06

host_has_profile_pic

0.06

MOST FREQUENT VALUES

1.0

8,681

32.2%

2.0

3,180

11.8%

3.0

1,670

6.2%

4.0

1,239

4.6%

5.0

926

3.4%

6.0

732

2.7%

7.0

582

2.2%

8.0

429

1.6%

10.0

382

1.4%

381.0

322

1.2%

756.0

314

1.2%

312.0

312

1.2%

9.0

294

1.1%

13.0

281

1.0%

12.0

279

1.0%

SMALLEST VALUES

1.0

8,681

32.2%

2.0

3,180

11.8%

3.0

1,670

6.2%

4.0

1,239

4.6%

5.0

926

3.4%

6.0

732

2.7%

7.0

582

2.2%

8.0

429

1.6%

9.0

294

1.1%

10.0

382

1.4%

11.0

216

0.8%

12.0

279

1.0%

13.0

281

1.0%

14.0

155

0.6%

15.0

182

0.7%

LARGEST VALUES

2986.0

3

<0.1%

1486.0

2

<0.1%

847.0

3

<0.1%

767.0

1

<0.1%

756.0

314

1.2%

738.0

50

0.2%

509.0

16

<0.1%

415.0

42

0.2%

382.0

4

<0.1%

381.0

322

1.2%

372.0

1

<0.1%

320.0

1

<0.1%

312.0

312

1.2%

272.0

193

0.7%

269.0

47

0.2%

host_total_listings_count

MISSING:

3

(<1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_listings_count

0.88

calculated_host_listings_count

0.63

calculated_host_listings_count_entire_homes

0.61

calculated_host_listings_count_shared_rooms

0.36

review_scores_communication

-0.18

availability_365

0.16

review_scores_checkin

-0.15

review_scores_value

-0.15

maximum_minimum_nights

0.13

review_scores_rating

-0.13

id

0.13

host_id

0.13

review_scores_accuracy

-0.11

accommodates

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.50

property_type

0.49

host_response_rate

0.47

host_verifications

0.40

room_type

0.21

neighbourhood_group_cleansed

0.17

bathrooms_text

0.17

instant_bookable

0.16

host_response_time

0.15

source

0.09

has_availability

0.08

host_is_superhost

0.07

neighbourhood

0.07

host_has_profile_pic

0.05

MOST FREQUENT VALUES

1.0

6,509

24.1%

2.0

3,508

13.0%

3.0

1,941

7.2%

4.0

1,463

5.4%

5.0

1,048

3.9%

6.0

859

3.2%

7.0

674

2.5%

8.0

519

1.9%

10.0

395

1.5%

9.0

343

1.3%

11.0

333

1.2%

406.0

322

1.2%

770.0

314

1.2%

354.0

312

1.2%

12.0

297

1.1%

SMALLEST VALUES

1.0

6,509

24.1%

2.0

3,508

13.0%

3.0

1,941

7.2%

4.0

1,463

5.4%

5.0

1,048

3.9%

6.0

859

3.2%

7.0

674

2.5%

8.0

519

1.9%

9.0

343

1.3%

10.0

395

1.5%

11.0

333

1.2%

12.0

297

1.1%

13.0

261

1.0%

14.0

215

0.8%

15.0

156

0.6%

LARGEST VALUES

7172.0

3

<0.1%

2145.0

42

0.2%

1665.0

2

<0.1%

912.0

1

<0.1%

855.0

3

<0.1%

839.0

50

0.2%

770.0

314

1.2%

671.0

16

<0.1%

467.0

1

<0.1%

406.0

322

1.2%

393.0

1

<0.1%

386.0

4

<0.1%

354.0

312

1.2%

339.0

193

0.7%

323.0

9

<0.1%

host_verifications

MISSING:

3

(<1%)

TOP CATEGORIES

['email', 'phone']

20,797

77%

['email', 'phone', 'work_email']

2,816

10%

['phone']

2,760

10%

['phone', 'work_email']

516

2%

['email']

54

<1%

[]

31

<1%

['email', 'work_email']

3

<1%

ALL

26,977

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_verifications
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_has_profile_pic

0.10

host_response_rate

0.05

host_acceptance_rate

0.04

has_availability

0.03

room_type

0.03

host_identity_verified

0.03

property_type

0.02

host_response_time

0.02

instant_bookable

0.02

neighbourhood

0.01

bathrooms_text

0.01

THESE FEATURES
GIVE INFORMATION
ON host_verifications:

host_acceptance_rate

0.14

host_response_rate

0.13

property_type

0.04

host_response_time

0.03

bathrooms_text

0.03

neighbourhood_group_cleansed

0.03

room_type

0.02

host_has_profile_pic

0.02

instant_bookable

0.02

neighbourhood

0.02

host_identity_verified

0.01

has_availability

0.01

host_is_superhost

0.01

source

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_verifications
CORRELATION RATIO WITH...

host_listings_count

0.56

calculated_host_listings_count_entire_homes

0.46

calculated_host_listings_count

0.44

host_total_listings_count

0.40

host_id

0.24

calculated_host_listings_count_private_rooms

0.19

maximum_maximum_nights

0.19

maximum_minimum_nights

0.19

maximum_nights

0.17

maximum_nights_avg_ntm

0.17

review_scores_cleanliness

0.17

review_scores_communication

0.17

review_scores_location

0.17

review_scores_accuracy

0.17

host_has_profile_pic

MISSING:

3

(<1%)

TOP CATEGORIES

t

26,199

97%

f

778

3%

ALL

26,977

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_has_profile_pic
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_verifications

0.02

neighbourhood

0.01

host_response_rate

0.00

host_identity_verified

0.00

instant_bookable

0.00

host_is_superhost

0.00

host_acceptance_rate

0.00

host_response_time

0.00

property_type

0.00

bathrooms_text

0.00

has_availability

0.00

THESE FEATURES
GIVE INFORMATION
ON host_has_profile_pic:

host_verifications

0.10

host_acceptance_rate

0.06

host_response_rate

0.05

neighbourhood

0.05

property_type

0.03

bathrooms_text

0.02

host_response_time

0.02

neighbourhood_group_cleansed

0.02

instant_bookable

0.02

host_is_superhost

0.02

host_identity_verified

0.01

room_type

0.01

source

0.01

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
CORRELATION RATIO WITH...

host_id

0.22

id

0.15

availability_30

0.10

availability_60

0.09

maximum_maximum_nights

0.09

review_scores_accuracy

0.08

review_scores_location

0.08

review_scores_cleanliness

0.08

review_scores_rating

0.08

review_scores_checkin

0.08

review_scores_value

0.08

review_scores_communication

0.08

availability_90

0.08

maximum_nights_avg_ntm

0.08

host_identity_verified

MISSING:

3

(<1%)

TOP CATEGORIES

t

24,364

90%

f

2,613

10%

ALL

26,977

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_identity_verified
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

has_availability

0.50

source

0.09

host_response_time

0.05

host_response_rate

0.04

host_acceptance_rate

0.03

host_is_superhost

0.03

instant_bookable

0.02

room_type

0.01

host_verifications

0.01

property_type

0.01

host_has_profile_pic

0.01

THESE FEATURES
GIVE INFORMATION
ON host_identity_verified:

has_availability

0.36

host_acceptance_rate

0.28

host_response_rate

0.23

host_response_time

0.18

source

0.14

host_is_superhost

0.05

instant_bookable

0.04

property_type

0.04

room_type

0.03

host_verifications

0.03

bathrooms_text

0.02

neighbourhood_group_cleansed

0.01

host_has_profile_pic

0.00

neighbourhood

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_identity_verified
CORRELATION RATIO WITH...

review_scores_communication

0.24

review_scores_cleanliness

0.23

review_scores_value

0.23

review_scores_rating

0.23

review_scores_checkin

0.23

availability_90

0.23

review_scores_location

0.23

review_scores_accuracy

0.23

availability_365

0.22

availability_60

0.21

calculated_host_listings_count_private_rooms

0.20

bathrooms

0.20

beds

0.19

reviews_per_month

0.18

neighbourhood

MISSING:

14,231

(53%)

TOP CATEGORIES

Madrid, Comunidad de Madrid, Spain

11,904

93%

Madrid, Community of Madrid, Spain

434

3%

Madrid, Spain

322

3%

Madrid, Co, Spain

23

<1%

MADRID, Spain

10

<1%

Madrid Center, Madrid, Spain

10

<1%

Madrid , Madrid, Spain

7

<1%

Chueca, Madrid, Spain

5

<1%

Pozuelo de Alarcón, Comunidad de Madrid, Spain

3

<1%

Madrid, SPAIN Madrid Madrid, Spain

2

<1%

Madrid, Comunidad de Madrid, Spain

2

<1%

Madrid, Comunidad de Madrid , Atocha, Spain

2

<1%

Madrid , Comunidad de Madrid, Spain

2

<1%

Madrid, Comunidad de Madrid, España, Spain

2

<1%

Spain

2

<1%

Madrid, Comunidad de Madrid, ES, Madrid, Spain

2

<1%

madrid, Madrid, Spain

1

<1%

(Other)

16

<1%

ALL

12,749

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

neighbourhood
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_has_profile_pic

0.05

host_is_superhost

0.03

host_response_rate

0.03

host_verifications

0.02

host_acceptance_rate

0.02

property_type

0.02

room_type

0.01

host_response_time

0.01

bathrooms_text

0.01

has_availability

0.01

neighbourhood_group_cleansed

0.01

THESE FEATURES
GIVE INFORMATION
ON neighbourhood:

host_response_rate

0.07

host_acceptance_rate

0.06

property_type

0.03

host_is_superhost

0.03

neighbourhood_group_cleansed

0.02

bathrooms_text

0.02

host_response_time

0.02

host_verifications

0.01

room_type

0.01

host_has_profile_pic

0.01

instant_bookable

0.00

has_availability

0.00

source

0.00

host_identity_verified

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

neighbourhood
CORRELATION RATIO WITH...

id

0.39

number_of_reviews

0.34

review_scores_communication

0.28

review_scores_cleanliness

0.27

review_scores_checkin

0.27

review_scores_value

0.27

review_scores_rating

0.27

review_scores_accuracy

0.27

review_scores_location

0.27

number_of_reviews_ltm

0.25

host_id

0.24

maximum_nights_avg_ntm

0.18

maximum_maximum_nights

0.18

minimum_maximum_nights

0.17

neighbourhood_cleansed

MISSING:

---

2,992

11%

-

Embajadores

2,408

9%

-

Universidad

1,894

7%

-

Palacio

1,431

5%

-

Sol

1,332

5%

-

Justicia

1,108

4%

-

Cortes

543

2%

-

Trafalgar

451

2%

-

Palos de Moguer

422

2%

-

Guindalera

420

2%

-

Cuatro Caminos

394

1%

-

Argüelles

385

1%

-

Puerta del Angel

384

1%

-

Goya

331

1%

-

Pacífico

321

1%

-

Recoletos

316

1%

-

San Diego

302

1%

-

Castillejos

286

1%

-

Gaztambide

285

1%

-

Ventas

279

1%

-

Ibiza

275

1%

-

Arapiles

266

<1%

-

Rios Rosas

257

<1%

-

Lista

256

<1%

-

Pueblo Nuevo

253

<1%

-

Almagro

252

<1%

-

Bellas Vistas

246

<1%

-

Acacias

241

<1%

-

Delicias

239

<1%

-

Prosperidad

238

<1%

-

Imperial

231

<1%

-

Valdeacederas

227

<1%

-

San Isidro

224

<1%

-

Numancia

207

<1%

-

Almenara

204

<1%

-

Berruguete

203

<1%

-

Castellana

196

<1%

-

Chopera

194

<1%

-

Opañel

176

<1%

-

Comillas

171

<1%

-

Vista Alegre

170

<1%

-

Fuente del Berro

161

<1%

-

Moscardó

159

<1%

-

Canillas

158

<1%

-

Hispanoamérica

157

<1%

-

Valdefuentes

152

<1%

-

Nueva España

145

<1%

-

Vallehermoso

145

<1%

-

Valverde

140

<1%

-

Rejas

138

<1%

-

Simancas

135

<1%

-

Pinar del Rey

134

<1%

-

Quintana

127

<1%

-

Casco Histórico de Vallecas

118

<1%

-

Lucero

118

<1%

-

Pradolongo

117

<1%

-

Canillejas

116

<1%

-

Concepción

115

<1%

-

Jerónimos

114

<1%

-

Almendrales

114

<1%

-

Adelfas

3,407

13%

-

(Other)

neighbourhood_group_cleansed

MISSING:

---

TOP CATEGORIES

Centro

11,165

41%

Chamberí

1,768

7%

Salamanca

1,757

7%

Tetuán

1,616

6%

Arganzuela

1,466

5%

Carabanchel

1,029

4%

Ciudad Lineal

973

4%

Retiro

952

4%

Chamartín

841

3%

Puente de Vallecas

840

3%

Latina

777

3%

Moncloa - Aravaca

718

3%

Usera

626

2%

San Blas - Canillejas

606

2%

Hortaleza

534

2%

Fuencarral - El Pardo

406

2%

Villaverde

281

1%

(Other)

625

2%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

neighbourhood_group_cleansed
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

property_type

0.06

room_type

0.06

host_response_rate

0.05

host_acceptance_rate

0.04

bathrooms_text

0.04

host_verifications

0.03

instant_bookable

0.02

neighbourhood

0.02

has_availability

0.02

host_has_profile_pic

0.02

host_response_time

0.02

THESE FEATURES
GIVE INFORMATION
ON neighbourhood_group_cleansed:

host_acceptance_rate

0.06

property_type

0.04

host_response_rate

0.04

bathrooms_text

0.03

room_type

0.02

host_verifications

0.01

host_response_time

0.01

neighbourhood

0.01

instant_bookable

0.01

host_is_superhost

0.00

host_identity_verified

0.00

has_availability

0.00

source

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

neighbourhood_group_cleansed
CORRELATION RATIO WITH...

longitude

0.95

latitude

0.95

number_of_reviews

0.22

calculated_host_listings_count

0.20

number_of_reviews_ltm

0.19

host_listings_count

0.19

calculated_host_listings_count_entire_homes

0.19

reviews_per_month

0.18

host_total_listings_count

0.17

review_scores_location

0.17

availability_30

0.17

calculated_host_listings_count_shared_rooms

0.16

accommodates

0.16

number_of_reviews_l30d

0.15

latitude

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

longitude

0.23

calculated_host_listings_count

0.08

calculated_host_listings_count_entire_homes

0.08

host_listings_count

0.07

review_scores_location

0.06

bathrooms

0.05

maximum_minimum_nights

0.04

calculated_host_listings_count_shared_rooms

-0.04

number_of_reviews

-0.04

minimum_minimum_nights

0.04

number_of_reviews_ltm

-0.04

minimum_nights_avg_ntm

0.04

accommodates

0.03

bedrooms

0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

neighbourhood_group_cleansed

0.95

property_type

0.15

host_response_rate

0.14

host_acceptance_rate

0.13

bathrooms_text

0.11

room_type

0.08

host_verifications

0.07

neighbourhood

0.04

host_response_time

0.03

has_availability

0.01

instant_bookable

0.01

host_has_profile_pic

0.01

host_identity_verified

0.00

host_is_superhost

0.00

MOST FREQUENT VALUES

40.3796812

40

0.1%

40.4218907

34

0.1%

40.42165

26

<0.1%

40.4118106

22

<0.1%

40.43369879999999

21

<0.1%

40.43735122680664

19

<0.1%

40.434

19

<0.1%

40.422646

18

<0.1%

40.41735

17

<0.1%

40.41058

16

<0.1%

40.41155

15

<0.1%

40.42284

15

<0.1%

40.40963

14

<0.1%

40.4243695

13

<0.1%

40.4642787

13

<0.1%

SMALLEST VALUES

40.33139673018308

1

<0.1%

40.33144

1

<0.1%

40.33189

1

<0.1%

40.33221

1

<0.1%

40.33221741926405

1

<0.1%

40.332465515048

1

<0.1%

40.33253936144462

1

<0.1%

40.333435

6

<0.1%

40.33343505859375

2

<0.1%

40.3334364

3

<0.1%

40.33344

2

<0.1%

40.333614

4

<0.1%

40.333614349365234

1

<0.1%

40.33365

1

<0.1%

40.33366

1

<0.1%

LARGEST VALUES

40.53553

1

<0.1%

40.53330152637666

1

<0.1%

40.53324

1

<0.1%

40.51926

1

<0.1%

40.51896

1

<0.1%

40.51845807592707

1

<0.1%

40.5163732

1

<0.1%

40.51606000614719

1

<0.1%

40.51453

1

<0.1%

40.51417

1

<0.1%

40.5123

1

<0.1%

40.51104

1

<0.1%

40.51041701066592

1

<0.1%

40.5103344483462

1

<0.1%

40.51026

1

<0.1%

longitude

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

latitude

0.23

review_scores_location

-0.06

availability_30

0.04

number_of_reviews

-0.04

maximum_maximum_nights

-0.03

availability_60

0.03

calculated_host_listings_count_shared_rooms

-0.03

maximum_nights

-0.03

host_id

0.03

calculated_host_listings_count_private_rooms

-0.03

review_scores_rating

0.03

maximum_nights_avg_ntm

-0.03

review_scores_accuracy

0.02

maximum_minimum_nights

-0.02

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

neighbourhood_group_cleansed

0.95

host_acceptance_rate

0.14

property_type

0.14

host_response_rate

0.14

bathrooms_text

0.09

room_type

0.07

neighbourhood

0.07

host_response_time

0.05

instant_bookable

0.04

host_is_superhost

0.04

host_verifications

0.03

has_availability

0.02

source

0.02

host_identity_verified

0.02

MOST FREQUENT VALUES

-3.7076359

40

0.1%

-3.703881299999999

34

0.1%

-3.70217

29

0.1%

-3.70179

26

<0.1%

-3.707

26

<0.1%

-3.7048624

23

<0.1%

-3.6722668

21

<0.1%

-3.71134090423584

20

<0.1%

-3.7073005

18

<0.1%

-3.70213

15

<0.1%

-3.70733

15

<0.1%

-3.69973

15

<0.1%

-3.7027

14

<0.1%

-3.70146

14

<0.1%

-3.70248

14

<0.1%

SMALLEST VALUES

-3.8330714277148017

1

<0.1%

-3.82281

1

<0.1%

-3.8228075

5

<0.1%

-3.817095999999999

1

<0.1%

-3.8094056156623366

1

<0.1%

-3.7962

1

<0.1%

-3.79601

1

<0.1%

-3.79578

1

<0.1%

-3.794113495468981

1

<0.1%

-3.79295

1

<0.1%

-3.79198

1

<0.1%

-3.791759014129639

1

<0.1%

-3.791722059249878

1

<0.1%

-3.7913410663604736

1

<0.1%

-3.79099

1

<0.1%

LARGEST VALUES

-3.5459040932605648

1

<0.1%

-3.547164299071744

1

<0.1%

-3.54768

1

<0.1%

-3.55118

1

<0.1%

-3.551197692501405

1

<0.1%

-3.5516296234653315

1

<0.1%

-3.5523896664835646

1

<0.1%

-3.5538411988116008

1

<0.1%

-3.55627

1

<0.1%

-3.55715

1

<0.1%

-3.5577

1

<0.1%

-3.55871

1

<0.1%

-3.56014

1

<0.1%

-3.56049

1

<0.1%

-3.56397

1

<0.1%

property_type

MISSING:

---

TOP CATEGORIES

Entire rental unit

15,414

57%

Private room in rental unit

6,724

25%

Private room in home

842

3%

Entire condo

650

2%

Entire loft

564

2%

Private room in condo

341

1%

Entire home

333

1%

Entire serviced apartment

322

1%

Private room in hostel

238

<1%

Private room in casa particular

210

<1%

Room in hotel

191

<1%

Private room in bed and breakfast

136

<1%

Shared room in hostel

111

<1%

Shared room in rental unit

111

<1%

Private room in guesthouse

57

<1%

Room in boutique hotel

56

<1%

Private room

48

<1%

(Other)

632

2%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

property_type
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

room_type

0.99

bathrooms_text

0.25

instant_bookable

0.09

host_response_rate

0.06

has_availability

0.06

host_acceptance_rate

0.06

source

0.04

host_response_time

0.04

neighbourhood_group_cleansed

0.04

host_verifications

0.04

host_identity_verified

0.04

THESE FEATURES
GIVE INFORMATION
ON property_type:

room_type

0.48

bathrooms_text

0.28

host_acceptance_rate

0.11

host_response_rate

0.08

neighbourhood_group_cleansed

0.06

instant_bookable

0.04

host_response_time

0.03

host_verifications

0.02

neighbourhood

0.02

source

0.02

has_availability

0.01

host_identity_verified

0.01

host_is_superhost

0.01

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

property_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms

0.83

accommodates

0.54

host_total_listings_count

0.49

beds

0.40

bedrooms

0.31

calculated_host_listings_count_entire_homes

0.29

calculated_host_listings_count_private_rooms

0.27

host_listings_count

0.25

calculated_host_listings_count

0.24

bathrooms

0.22

id

0.19

maximum_maximum_nights

0.18

review_scores_location

0.18

review_scores_cleanliness

0.18

room_type

MISSING:

---

TOP CATEGORIES

Entire home/apt

17,490

65%

Private room

9,055

34%

Shared room

343

1%

Hotel room

92

<1%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

room_type
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

property_type

0.48

bathrooms_text

0.23

instant_bookable

0.04

has_availability

0.04

source

0.03

host_response_rate

0.03

host_identity_verified

0.03

host_acceptance_rate

0.03

host_response_time

0.02

host_verifications

0.02

neighbourhood_group_cleansed

0.02

THESE FEATURES
GIVE INFORMATION
ON room_type:

property_type

0.99

bathrooms_text

0.53

host_acceptance_rate

0.11

host_response_rate

0.08

neighbourhood_group_cleansed

0.06

instant_bookable

0.04

host_response_time

0.04

host_verifications

0.03

source

0.02

neighbourhood

0.01

host_identity_verified

0.01

has_availability

0.01

host_is_superhost

0.01

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms

0.64

accommodates

0.53

beds

0.34

bedrooms

0.28

calculated_host_listings_count_entire_homes

0.27

calculated_host_listings_count_private_rooms

0.24

host_total_listings_count

0.21

calculated_host_listings_count

0.20

host_listings_count

0.19

bathrooms

0.17

maximum_maximum_nights

0.16

maximum_nights_avg_ntm

0.14

number_of_reviews

0.13

number_of_reviews_ltm

0.13

accommodates

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.71

bedrooms

0.60

bathrooms

0.39

calculated_host_listings_count_entire_homes

0.20

calculated_host_listings_count_private_rooms

-0.16

calculated_host_listings_count

0.15

maximum_maximum_nights

0.14

host_listings_count

0.14

maximum_nights_avg_ntm

0.12

number_of_reviews_ltm

0.12

number_of_reviews_l30d

0.12

number_of_reviews

0.11

maximum_nights

0.11

host_total_listings_count

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.59

property_type

0.54

room_type

0.53

host_acceptance_rate

0.30

host_response_rate

0.28

host_response_time

0.21

instant_bookable

0.19

host_verifications

0.16

neighbourhood_group_cleansed

0.16

source

0.12

neighbourhood

0.11

host_identity_verified

0.09

has_availability

0.08

host_is_superhost

0.07

MOST FREQUENT VALUES

2

9,506

35.2%

4

6,249

23.2%

1

4,213

15.6%

3

2,666

9.9%

6

2,015

7.5%

5

1,193

4.4%

8

507

1.9%

7

288

1.1%

10

130

0.5%

9

74

0.3%

12

53

0.2%

16

36

0.1%

11

19

<0.1%

14

<0.1%

13

10

<0.1%

SMALLEST VALUES

1

4,213

15.6%

2

9,506

35.2%

3

2,666

9.9%

4

6,249

23.2%

5

1,193

4.4%

6

2,015

7.5%

7

288

1.1%

8

507

1.9%

9

74

0.3%

10

130

0.5%

11

19

<0.1%

12

53

0.2%

13

10

<0.1%

14

<0.1%

15

7

<0.1%

LARGEST VALUES

16

36

0.1%

15

7

<0.1%

14

<0.1%

13

10

<0.1%

12

53

0.2%

11

19

<0.1%

10

130

0.5%

9

74

0.3%

8

507

1.9%

7

288

1.1%

6

2,015

7.5%

5

1,193

4.4%

4

6,249

23.2%

3

2,666

9.9%

2

9,506

35.2%

bathrooms

MISSING:

5,940

(22%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

bedrooms

0.48

beds

0.44

accommodates

0.39

calculated_host_listings_count_private_rooms

0.12

calculated_host_listings_count

0.12

calculated_host_listings_count_shared_rooms

0.12

host_listings_count

0.11

calculated_host_listings_count_entire_homes

0.09

host_total_listings_count

0.08

availability_90

-0.08

availability_60

-0.07

review_scores_communication

-0.07

review_scores_checkin

-0.05

availability_30

-0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.71

source

0.67

host_response_rate

0.48

host_acceptance_rate

0.48

host_response_time

0.42

has_availability

0.28

property_type

0.22

host_identity_verified

0.20

room_type

0.17

instant_bookable

0.12

host_is_superhost

0.12

host_verifications

0.11

neighbourhood_group_cleansed

0.10

neighbourhood

0.06

MOST FREQUENT VALUES

1.0

15,015

71.4%

2.0

3,468

16.5%

1.5

1,092

5.2%

3.0

504

2.4%

0.5

277

1.3%

2.5

226

1.1%

0.0

136

0.6%

4.0

127

0.6%

5.0

67

0.3%

3.5

50

0.2%

4.5

33

0.2%

8.0

16

<0.1%

6.0

14

<0.1%

7.0

5

<0.1%

5.5

4

<0.1%

SMALLEST VALUES

0.0

136

0.6%

0.5

277

1.3%

1.0

15,015

71.4%

1.5

1,092

5.2%

2.0

3,468

16.5%

2.5

226

1.1%

3.0

504

2.4%

3.5

50

0.2%

4.0

127

0.6%

4.5

33

0.2%

5.0

67

0.3%

5.5

4

<0.1%

6.0

14

<0.1%

6.5

2

<0.1%

7.0

5

<0.1%

LARGEST VALUES

12.0

1

<0.1%

10.0

2

<0.1%

8.5

1

<0.1%

8.0

16

<0.1%

7.0

5

<0.1%

6.5

2

<0.1%

6.0

14

<0.1%

5.5

4

<0.1%

5.0

67

0.3%

4.5

33

0.2%

4.0

127

0.6%

3.5

50

0.2%

3.0

504

2.4%

2.5

226

1.1%

2.0

3,468

16.5%

bathrooms_text

MISSING:

39

(<1%)

TOP CATEGORIES

1 bath

14,180

53%

2 baths

3,887

14%

1 shared bath

3,574

13%

1 private bath

1,514

6%

1.5 baths

952

4%

2 shared baths

551

2%

1.5 shared baths

545

2%

3 baths

502

2%

2.5 baths

225

<1%

Half-bath

170

<1%

3 shared baths

119

<1%

Shared half-bath

110

<1%

4 baths

105

<1%

0 baths

92

<1%

0 shared baths

75

<1%

2.5 shared baths

57

<1%

5 baths

54

<1%

(Other)

229

<1%

ALL

26,941

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

bathrooms_text
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

room_type

0.53

property_type

0.28

host_response_rate

0.05

host_acceptance_rate

0.04

source

0.03

has_availability

0.03

host_verifications

0.03

instant_bookable

0.03

neighbourhood_group_cleansed

0.03

host_response_time

0.03

host_has_profile_pic

0.02

THESE FEATURES
GIVE INFORMATION
ON bathrooms_text:

property_type

0.25

room_type

0.23

host_acceptance_rate

0.07

host_response_rate

0.06

neighbourhood_group_cleansed

0.04

host_response_time

0.02

host_verifications

0.01

instant_bookable

0.01

source

0.01

neighbourhood

0.01

has_availability

0.00

host_is_superhost

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
CORRELATION RATIO WITH...

bathrooms

0.71

accommodates

0.59

bedrooms

0.56

calculated_host_listings_count_shared_rooms

0.46

beds

0.45

calculated_host_listings_count_entire_homes

0.26

calculated_host_listings_count

0.26

calculated_host_listings_count_private_rooms

0.24

host_listings_count

0.23

id

0.21

host_total_listings_count

0.17

host_id

0.14

availability_90

0.14

availability_30

0.13

bedrooms

MISSING:

2,543

(9%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.60

beds

0.58

bathrooms

0.48

availability_90

-0.12

availability_60

-0.10

calculated_host_listings_count_entire_homes

0.10

host_listings_count

0.09

calculated_host_listings_count

0.08

maximum_minimum_nights

0.07

availability_30

-0.07

availability_365

-0.07

minimum_nights_avg_ntm

0.06

minimum_minimum_nights

0.06

host_total_listings_count

0.06

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.56

property_type

0.31

room_type

0.28

host_response_rate

0.27

host_acceptance_rate

0.26

source

0.17

host_response_time

0.16

host_verifications

0.11

neighbourhood_group_cleansed

0.10

has_availability

0.10

neighbourhood

0.05

host_is_superhost

0.04

instant_bookable

0.04

host_identity_verified

0.04

MOST FREQUENT VALUES

1.0

14,966

61.2%

2.0

5,372

22.0%

3.0

1,911

7.8%

0.0

1,464

6.0%

4.0

447

1.8%

5.0

149

0.6%

6.0

62

0.3%

7.0

21

<0.1%

8.0

14

<0.1%

9.0

8

<0.1%

10.0

8

<0.1%

14.0

4

<0.1%

11.0

4

<0.1%

15.0

2

<0.1%

12.0

2

<0.1%

SMALLEST VALUES

0.0

1,464

6.0%

1.0

14,966

61.2%

2.0

5,372

22.0%

3.0

1,911

7.8%

4.0

447

1.8%

5.0

149

0.6%

6.0

62

0.3%

7.0

21

<0.1%

8.0

14

<0.1%

9.0

8

<0.1%

10.0

8

<0.1%

11.0

4

<0.1%

12.0

2

<0.1%

13.0

1

<0.1%

14.0

4

<0.1%

LARGEST VALUES

25.0

1

<0.1%

18.0

1

<0.1%

15.0

2

<0.1%

14.0

4

<0.1%

13.0

1

<0.1%

12.0

2

<0.1%

11.0

4

<0.1%

10.0

8

<0.1%

9.0

8

<0.1%

8.0

14

<0.1%

7.0

21

<0.1%

6.0

62

0.3%

5.0

149

0.6%

4.0

447

1.8%

3.0

1,911

7.8%

beds

MISSING:

5,962

(22%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.71

bedrooms

0.58

bathrooms

0.44

calculated_host_listings_count_shared_rooms

0.14

maximum_maximum_nights

0.12

calculated_host_listings_count_entire_homes

0.11

maximum_nights_avg_ntm

0.11

maximum_nights

0.11

id

-0.10

calculated_host_listings_count

0.10

minimum_maximum_nights

0.09

calculated_host_listings_count_private_rooms

-0.09

host_listings_count

0.09

number_of_reviews

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

source

0.52

bathrooms_text

0.45

property_type

0.40

host_response_rate

0.38

host_acceptance_rate

0.38

host_response_time

0.35

room_type

0.34

has_availability

0.22

host_identity_verified

0.19

instant_bookable

0.16

host_verifications

0.12

host_is_superhost

0.12

neighbourhood

0.11

neighbourhood_group_cleansed

0.10

MOST FREQUENT VALUES

1.0

9,674

46.0%

2.0

5,849

27.8%

3.0

2,648

12.6%

4.0

1,394

6.6%

5.0

465

2.2%

0.0

460

2.2%

6.0

245

1.2%

7.0

84

0.4%

8.0

74

0.4%

10.0

38

0.2%

9.0

29

0.1%

12.0

23

0.1%

14.0

10

<0.1%

20.0

7

<0.1%

11.0

5

<0.1%

SMALLEST VALUES

0.0

460

2.2%

1.0

9,674

46.0%

2.0

5,849

27.8%

3.0

2,648

12.6%

4.0

1,394

6.6%

5.0

465

2.2%

6.0

245

1.2%

7.0

84

0.4%

8.0

74

0.4%

9.0

29

0.1%

10.0

38

0.2%

11.0

5

<0.1%

12.0

23

0.1%

13.0

4

<0.1%

14.0

10

<0.1%

LARGEST VALUES

40.0

1

<0.1%

30.0

1

<0.1%

20.0

7

<0.1%

18.0

1

<0.1%

17.0

1

<0.1%

16.0

2

<0.1%

15.0

3

<0.1%

14.0

10

<0.1%

13.0

4

<0.1%

12.0

23

0.1%

11.0

5

<0.1%

10.0

38

0.2%

9.0

29

0.1%

8.0

74

0.4%

7.0

84

0.4%

amenities

MISSING:

---

180

<1%

-

["Air conditioning", "Wifi", "TV", "Washer", "Kitchen"]

92

<1%

-

["Air conditioning", "Wifi", "TV", "Washer", "Kitchen", "Dedicated workspace"]

90

<1%

-

["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Cooking basics", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed linens", "Dedicated workspac

89

<1%

-

["Wifi", "Washer", "Kitchen", "TV"]

71

<1%

-

["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning", "Dishes and silverware&

65

<1%

-

[]

64

<1%

-

["Wifi", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]

48

<1%

-

["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Patio or balcony", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics",

48

<1%

-

["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Lockbox", "Mic

48

<1%

-

["Lock on bedroom door", "Washer", "Kitchen", "Wifi"]

41

<1%

-

["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Cooking basics", "Lock on bedroom door", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed line

39

<1%

-

["Heating", "Dining table", "Toaster", "TV", "Patio or balcony", "Kitchen", "Clothing storage", "Wifi", "Free street parking", "Microwave", "Stove", "Refrigerator", "Outdoor k

38

<1%

-

["Wifi", "TV", "Washer", "Kitchen", "Dedicated workspace"]

37

<1%

-

["Wifi", "Washer", "Kitchen"]

27

<1%

-

["Air conditioning", "Exercise equipment", "Hair dryer", "Heating", "Self check-in", "Wifi", "TV", "Cooking basics", "Fire extinguisher", "Washer", "Smoke alarm", "Exterior security cam

26

<1%

-

["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]

26

<1%

-

["Wifi", "Washer", "Kitchen", "Dedicated workspace"]

24

<1%

-

["Heating", "Wifi", "TV", "Hangers", "Cooking basics", "Washer", "Essentials", "Hot water", "Kitchen", "Dedicated workspace"]

22

<1%

-

["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Patio or balcony", "Kitchen", "Smart lock", "Wifi", "Cooking basics", "Smoke alarm", "Carbon monoxide alarm", "

22

<1%

-

["Air conditioning", "Wifi", "TV", "Washer", "Hot water", "Kitchen"]

21

<1%

-

["Air conditioning", "Heating", "Dishwasher", "Washer", "TV with standard cable", "Elevator", "Bed linens"]

21

<1%

-

["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed linens", "Dedicated workspace"]

21

<1%

-

["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Patio or balcony", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning"

20

<1%

-

["Air conditioning", "Wifi", "TV", "Paid parking on premises", "Washer", "Kitchen", "Dedicated workspace"]

20

<1%

-

["Air conditioning", "Heating", "Wifi", "TV", "Washer", "Kitchen"]

19

<1%

-

["Air conditioning", "Heating", "Wifi", "TV", "Washer", "Hot water", "Kitchen"]

18

<1%

-

["Wifi", "TV", "Washer", "Host greets you", "Kitchen", "Dedicated workspace"]

17

<1%

-

["Air conditioning", "Washer", "Kitchen", "Wifi"]

16

<1%

-

["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]

16

<1%

-

["Wifi", "Kitchen"]

16

<1%

-

["Air conditioning", "Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]

16

<1%

-

["Heating", "Hair dryer", "TV", "Kitchen", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Refrigerator", "Dishes and silverware", "Washer", "Essentials", &qu

16

<1%

-

["Air conditioning", "Pets allowed", "Wifi", "TV", "Washer", "Kitchen"]

15

<1%

-

["Heating", "Dining table", "Hair dryer", "Toaster", "Freezer", "TV with standard cable", "Hot water kettle", "Cleaning products", "Kitchen", "Clothing storage", "Dishwasher", "Wifi&quo

14

<1%

-

["Air conditioning", "Wifi", "TV"]

14

<1%

-

["Heating", "Hair dryer", "Extra pillows and blankets", "TV", "Kitchen", "Wifi", "Hangers", "Cooking basics", "Microwave", "Stove", "Air conditioning", "Dishes and silverware", &qu

13

<1%

-

["Wifi", "Shampoo", "Lock on bedroom door", "Essentials", "Elevator", "Kitchen"]

13

<1%

-

["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Ref

13

<1%

-

["Air conditioning", "Wifi", "Lock on bedroom door", "Washer", "Kitchen"]

13

<1%

-

["Heating", "Wifi", "Cooking basics", "Lock on bedroom door", "Kitchen", "Dedicated workspace"]

13

<1%

-

["Wifi", "Kitchen", "TV"]

12

<1%

-

["Air conditioning", "Wifi", "TV", "Paid parking on premises", "Fire extinguisher", "Washer", "Smoke alarm", "Exterior security cameras on property", "Kitchen"]

12

<1%

-

["Heating", "Hair dryer", "TV", "Hot water kettle", "Kitchen", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Refrigerator", "Dishes and silverware", "Washer"

12

<1%

-

["Air conditioning", "Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]

12

<1%

-

["Heating", "Wifi", "TV", "Washer", "Kitchen"]

12

<1%

-

["Air conditioning", "Heating", "Dishwasher", "Wifi", "Washer", "TV with standard cable", "Elevator", "Free parking on premises", "Pool", "Bed linens"]

12

<1%

-

["Heating", "Dining table", "Hair dryer", "Pets allowed", "Toaster", "Freezer", "TV", "Wine glasses", "Hot water kettle", "Shower gel", "Cleaning products", "Kitchen", "Clothi

12

<1%

-

["Heating", "Hair dryer", "TV", "Patio or balcony", "Kitchen", "Paid parking off premises", "Smart lock", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Microwave", "Stov

12

<1%

-

["Heating", "Dining table", "Hair dryer", "Toaster", "Freezer", "TV", "Paid dryer \u2013 In unit", "Exterior security cameras on property", "Hot water kettle", "Shower gel", "Cleaning products&qu

12

<1%

-

["Air conditioning", "Wifi", "Washer", "Kitchen", "Dedicated workspace"]

11

<1%

-

["Air conditioning", "Wifi", "Kitchen", "TV"]

11

<1%

-

["Heating", "Hair dryer", "TV", "Exterior security cameras on property", "Shower gel", "Kitchen", "Wifi", "Air conditioning", "Refrigerator", "Shampoo", "Ethernet connection", "Washer&q

11

<1%

-

["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Patio or balcony", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics",

11

<1%

-

["Heating", "Hair dryer", "TV", "First aid kit", "Exterior security cameras on property", "Private entrance", "Wifi", "Hangers", "Smoke alarm", "Carbon monoxide alarm", "Smoking allowed", &q

11

<1%

-

["Air conditioning", "Self check-in", "Wifi", "TV", "Washer", "Keypad", "Carbon monoxide alarm", "Kitchen", "Dedicated workspace"]

11

<1%

-

["Heating", "Dining table", "Toaster", "Kitchenette", "First aid kit", "Exterior security cameras on property", "Shower gel", "Cleaning products", "Smart lock", "Wifi", "Hangers", "Micr

11

<1%

-

["Air conditioning", "Heating", "Refrigerator", "Wifi", "Shampoo", "TV", "Ethernet connection", "Fire extinguisher", "Elevator", "Body soap", "Exterior security cameras on property", "E

10

<1%

-

["Air conditioning", "Wifi", "TV", "Washer", "Free parking on premises", "Kitchen", "Dedicated workspace"]

10

<1%

-

["Air conditioning", "Wifi", "TV", "Washer", "Host greets you", "Kitchen"]

10

<1%

-

["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Lockbox", "Mic

25,323

94%

-

(Other)

price

MISSING:

5,912

(22%)

281

1%

-

$100.00

273

1%

-

$50.00

271

1%

-

$60.00

268

1%

-

$40.00

261

1%

-

$35.00

235

1%

-

$80.00

226

1%

-

$30.00

215

1%

-

$120.00

210

<1%

-

$45.00

206

<1%

-

$90.00

198

<1%

-

$25.00

197

<1%

-

$75.00

191

<1%

-

$85.00

188

<1%

-

$150.00

184

<1%

-

$65.00

179

<1%

-

$55.00

172

<1%

-

$70.00

170

<1%

-

$110.00

170

<1%

-

$95.00

157

<1%

-

$99.00

155

<1%

-

$115.00

151

<1%

-

$105.00

146

<1%

-

$81.00

144

<1%

-

$28.00

141

<1%

-

$98.00

141

<1%

-

$86.00

140

<1%

-

$93.00

139

<1%

-

$78.00

138

<1%

-

$114.00

136

<1%

-

$96.00

134

<1%

-

$130.00

133

<1%

-

$121.00

131

<1%

-

$111.00

131

<1%

-

$39.00

130

<1%

-

$91.00

128

<1%

-

$92.00

127

<1%

-

$36.00

127

<1%

-

$79.00

127

<1%

-

$69.00

126

<1%

-

$84.00

123

<1%

-

$106.00

123

<1%

-

$200.00

123

<1%

-

$68.00

122

<1%

-

$89.00

120

<1%

-

$129.00

119

<1%

-

$136.00

119

<1%

-

$83.00

119

<1%

-

$125.00

118

<1%

-

$104.00

118

<1%

-

$94.00

118

<1%

-

$101.00

118

<1%

-

$59.00

118

<1%

-

$160.00

117

<1%

-

$88.00

116

<1%

-

$116.00

116

<1%

-

$31.00

115

<1%

-

$82.00

113

<1%

-

$109.00

109

<1%

-

$38.00

109

<1%

-

$64.00

11,738

56%

-

(Other)

minimum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.92

minimum_minimum_nights

0.91

maximum_minimum_nights

0.67

number_of_reviews_ltm

-0.11

reviews_per_month

-0.11

calculated_host_listings_count

0.10

calculated_host_listings_count_entire_homes

0.09

host_listings_count

0.09

number_of_reviews_l30d

-0.08

number_of_reviews

-0.07

host_total_listings_count

0.06

calculated_host_listings_count_private_rooms

0.06

bedrooms

0.05

accommodates

-0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.22

host_response_rate

0.18

host_response_time

0.12

property_type

0.12

instant_bookable

0.10

bathrooms_text

0.08

neighbourhood_group_cleansed

0.07

host_verifications

0.06

source

0.05

host_is_superhost

0.03

neighbourhood

0.02

room_type

0.02

host_identity_verified

0.02

host_has_profile_pic

0.01

MOST FREQUENT VALUES

1

11,722

43.4%

2

5,393

20.0%

3

3,207

11.9%

30

1,193

4.4%

4

1,016

3.8%

7

751

2.8%

5

726

2.7%

31

450

1.7%

15

332

1.2%

90

293

1.1%

28

249

0.9%

6

220

0.8%

10

198

0.7%

32

184

0.7%

20

153

0.6%

SMALLEST VALUES

1

11,722

43.4%

2

5,393

20.0%

3

3,207

11.9%

4

1,016

3.8%

5

726

2.7%

6

220

0.8%

7

751

2.8%

8

38

0.1%

9

16

<0.1%

10

198

0.7%

11

4

<0.1%

12

39

0.1%

13

9

<0.1%

14

139

0.5%

15

332

1.2%

LARGEST VALUES

1125

4

<0.1%

1100

1

<0.1%

1000

2

<0.1%

999

1

<0.1%

750

1

<0.1%

700

1

<0.1%

600

4

<0.1%

400

1

<0.1%

365

33

0.1%

364

1

<0.1%

360

6

<0.1%

333

1

<0.1%

330

1

<0.1%

305

1

<0.1%

300

17

<0.1%

maximum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_maximum_nights

0.70

maximum_nights_avg_ntm

0.65

minimum_maximum_nights

0.59

id

-0.25

accommodates

0.11

beds

0.11

calculated_host_listings_count_entire_homes

0.09

number_of_reviews

0.09

calculated_host_listings_count

0.09

host_id

-0.08

maximum_minimum_nights

0.08

reviews_per_month

-0.08

host_total_listings_count

0.07

availability_365

0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.23

host_response_rate

0.18

host_verifications

0.17

property_type

0.16

instant_bookable

0.12

room_type

0.12

neighbourhood

0.11

host_response_time

0.10

bathrooms_text

0.10

neighbourhood_group_cleansed

0.08

host_identity_verified

0.07

host_has_profile_pic

0.06

host_is_superhost

0.06

source

0.04

MOST FREQUENT VALUES

365

10,423

38.6%

1125

8,347

30.9%

30

1,172

4.3%

90

553

2.0%

60

521

1.9%

15

427

1.6%

330

422

1.6%

7

375

1.4%

180

328

1.2%

730

298

1.1%

10

232

0.9%

5

211

0.8%

3

187

0.7%

360

175

0.6%

31

173

0.6%

SMALLEST VALUES

1

69

0.3%

2

169

0.6%

3

187

0.7%

4

145

0.5%

5

211

0.8%

6

83

0.3%

7

375

1.4%

8

74

0.3%

9

34

0.1%

10

232

0.9%

11

12

<0.1%

12

41

0.2%

13

11

<0.1%

14

140

0.5%

15

427

1.6%

LARGEST VALUES

11111

1

<0.1%

1825

1

<0.1%

1125

8,347

30.9%

1124

139

0.5%

1123

12

<0.1%

1121

1

<0.1%

1120

17

<0.1%

1115

1

<0.1%

1112

1

<0.1%

1111

1

<0.1%

1100

4

<0.1%

1095

1

<0.1%

1091

1

<0.1%

1024

3

<0.1%

1001

1

<0.1%

minimum_minimum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.97

minimum_nights

0.91

maximum_minimum_nights

0.71

calculated_host_listings_count

0.13

number_of_reviews_ltm

-0.12

reviews_per_month

-0.12

calculated_host_listings_count_entire_homes

0.12

host_listings_count

0.11

number_of_reviews_l30d

-0.09

host_total_listings_count

0.08

number_of_reviews

-0.08

calculated_host_listings_count_private_rooms

0.06

bedrooms

0.06

bathrooms

0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.24

host_response_rate

0.20

host_response_time

0.13

property_type

0.12

instant_bookable

0.10

bathrooms_text

0.09

neighbourhood_group_cleansed

0.08

host_verifications

0.08

source

0.06

host_is_superhost

0.04

neighbourhood

0.04

room_type

0.02

host_identity_verified

0.02

host_has_profile_pic

0.02

MOST FREQUENT VALUES

1

11,919

44.2%

2

6,354

23.6%

3

2,511

9.3%

30

1,210

4.5%

4

784

2.9%

5

679

2.5%

7

678

2.5%

31

441

1.6%

15

335

1.2%

90

264

1.0%

28

249

0.9%

6

206

0.8%

10

195

0.7%

32

155

0.6%

14

137

0.5%

SMALLEST VALUES

1

11,919

44.2%

2

6,354

23.6%

3

2,511

9.3%

4

784

2.9%

5

679

2.5%

6

206

0.8%

7

678

2.5%

8

40

0.1%

9

30

0.1%

10

195

0.7%

11

9

<0.1%

12

42

0.2%

13

19

<0.1%

14

137

0.5%

15

335

1.2%

LARGEST VALUES

1125

3

<0.1%

1000

2

<0.1%

999

1

<0.1%

750

1

<0.1%

700

1

<0.1%

600

4

<0.1%

365

31

0.1%

364

1

<0.1%

360

5

<0.1%

333

1

<0.1%

330

1

<0.1%

305

1

<0.1%

300

17

<0.1%

289

1

<0.1%

240

1

<0.1%

maximum_minimum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.74

minimum_minimum_nights

0.71

minimum_nights

0.67

calculated_host_listings_count_entire_homes

0.28

calculated_host_listings_count

0.28

host_listings_count

0.19

host_total_listings_count

0.13

reviews_per_month

-0.11

number_of_reviews_ltm

-0.10

maximum_nights

0.08

review_scores_value

-0.08

availability_365

0.08

bedrooms

0.07

number_of_reviews

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.21

host_response_time

0.20

host_verifications

0.19

host_identity_verified

0.14

property_type

0.14

host_response_rate

0.12

bathrooms_text

0.12

neighbourhood_group_cleansed

0.11

room_type

0.10

neighbourhood

0.07

has_availability

0.03

host_has_profile_pic

0.03

host_is_superhost

0.03

source

0.02

MOST FREQUENT VALUES

1

6,465

24.0%

2

5,639

20.9%

3

3,988

14.8%

4

1,869

6.9%

5

1,639

6.1%

30

1,237

4.6%

7

1,115

4.1%

6

743

2.8%

31

571

2.1%

90

568

2.1%

28

419

1.6%

15

355

1.3%

10

307

1.1%

32

202

0.7%

14

200

0.7%

SMALLEST VALUES

1

6,465

24.0%

2

5,639

20.9%

3

3,988

14.8%

4

1,869

6.9%

5

1,639

6.1%

6

743

2.8%

7

1,115

4.1%

8

37

0.1%

9

15

<0.1%

10

307

1.1%

11

<0.1%

12

62

0.2%

13

26

<0.1%

14

200

0.7%

15

355

1.3%

LARGEST VALUES

1125

3

<0.1%

1000

2

<0.1%

999

1

<0.1%

750

1

<0.1%

700

1

<0.1%

600

4

<0.1%

365

199

0.7%

364

1

<0.1%

360

6

<0.1%

333

1

<0.1%

330

1

<0.1%

305

1

<0.1%

300

17

<0.1%

289

1

<0.1%

250

1

<0.1%

minimum_maximum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

0.96

maximum_maximum_nights

0.88

maximum_nights

0.59

id

-0.28

number_of_reviews

0.21

number_of_reviews_ltm

0.15

host_id

-0.14

availability_30

-0.12

availability_60

-0.10

beds

0.09

accommodates

0.09

availability_90

-0.09

number_of_reviews_l30d

0.07

maximum_minimum_nights

0.06

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.28

host_response_rate

0.18

neighbourhood

0.17

host_verifications

0.16

host_response_time

0.16

instant_bookable

0.15

property_type

0.15

room_type

0.12

bathrooms_text

0.10

neighbourhood_group_cleansed

0.09

host_has_profile_pic

0.07

host_is_superhost

0.06

source

0.04

host_identity_verified

0.03

MOST FREQUENT VALUES

1125

10,125

37.5%

365

8,009

29.7%

999

1,101

4.1%

30

950

3.5%

1

503

1.9%

2

414

1.5%

330

390

1.4%

7

381

1.4%

180

370

1.4%

90

368

1.4%

15

356

1.3%

60

333

1.2%

3

288

1.1%

5

236

0.9%

99

221

0.8%

SMALLEST VALUES

1

503

1.9%

2

414

1.5%

3

288

1.1%

4

157

0.6%

5

236

0.9%

6

78

0.3%

7

381

1.4%

8

83

0.3%

9

35

0.1%

10

208

0.8%

11

10

<0.1%

12

42

0.2%

13

11

<0.1%

14

106

0.4%

15

356

1.3%

LARGEST VALUES

11111

1

<0.1%

1825

1

<0.1%

1129

1

<0.1%

1125

10,125

37.5%

1124

52

0.2%

1123

12

<0.1%

1120

14

<0.1%

1112

1

<0.1%

1111

1

<0.1%

1100

4

<0.1%

1095

1

<0.1%

1091

1

<0.1%

1024

2

<0.1%

1001

1

<0.1%

1000

53

0.2%

maximum_maximum_nights

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

0.95

minimum_maximum_nights

0.88

maximum_nights

0.70

id

-0.26

number_of_reviews

0.21

number_of_reviews_ltm

0.16

accommodates

0.14

host_id

-0.12

beds

0.12

availability_30

-0.09

number_of_reviews_l30d

0.08

calculated_host_listings_count_private_rooms

-0.07

availability_60

-0.07

availability_90

-0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.34

instant_bookable

0.24

host_response_rate

0.22

host_response_time

0.22

host_verifications

0.19

property_type

0.18

neighbourhood

0.18

room_type

0.16

neighbourhood_group_cleansed

0.12

bathrooms_text

0.11

host_has_profile_pic

0.09

host_is_superhost

0.04

has_availability

0.03

source

0.01

MOST FREQUENT VALUES

1125

11,248

41.7%

365

8,135

30.2%

999

1,114

4.1%

30

894

3.3%

330

376

1.4%

90

347

1.3%

180

337

1.2%

7

336

1.2%

15

335

1.2%

60

312

1.2%

99

211

0.8%

730

209

0.8%

2

190

0.7%

10

188

0.7%

5

184

0.7%

SMALLEST VALUES

1

65

0.2%

2

190

0.7%

3

182

0.7%

4

129

0.5%

5

184

0.7%

6

72

0.3%

7

336

1.2%

8

71

0.3%

9

33

0.1%

10

188

0.7%

11

10

<0.1%

12

37

0.1%

13

11

<0.1%

14

104

0.4%

15

335

1.2%

LARGEST VALUES

11111

1

<0.1%

1825

1

<0.1%

1129

1

<0.1%

1125

11,248

41.7%

1124

56

0.2%

1123

12

<0.1%

1120

14

<0.1%

1112

1

<0.1%

1111

1

<0.1%

1100

4

<0.1%

1095

1

<0.1%

1091

1

<0.1%

1024

2

<0.1%

1001

1

<0.1%

1000

50

0.2%

minimum_nights_avg_ntm

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_minimum_nights

0.97

minimum_nights

0.92

maximum_minimum_nights

0.74

calculated_host_listings_count

0.13

calculated_host_listings_count_entire_homes

0.12

reviews_per_month

-0.12

number_of_reviews_ltm

-0.12

host_listings_count

0.11

number_of_reviews_l30d

-0.09

host_total_listings_count

0.08

number_of_reviews

-0.07

bedrooms

0.06

calculated_host_listings_count_private_rooms

0.05

review_scores_value

-0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.22

host_response_rate

0.19

property_type

0.13

host_response_time

0.11

bathrooms_text

0.09

neighbourhood_group_cleansed

0.09

instant_bookable

0.08

host_verifications

0.08

room_type

0.05

source

0.04

host_is_superhost

0.03

neighbourhood

0.03

host_has_profile_pic

0.02

has_availability

0.01

MOST FREQUENT VALUES

1.0

6,650

24.6%

2.0

4,747

17.6%

3.0

2,679

9.9%

30.0

985

3.7%

4.0

801

3.0%

5.0

685

2.5%

7.0

671

2.5%

31.0

422

1.6%

1.3

412

1.5%

1.9

374

1.4%

1.1

301

1.1%

15.0

301

1.1%

2.1

282

1.0%

5.3

281

1.0%

90.0

262

1.0%

SMALLEST VALUES

1.0

6,650

24.6%

1.1

301

1.1%

1.2

193

0.7%

1.3

412

1.5%

1.4

202

0.7%

1.5

104

0.4%

1.6

166

0.6%

1.7

57

0.2%

1.8

69

0.3%

1.9

374

1.4%

2.0

4,747

17.6%

2.1

282

1.0%

2.2

159

0.6%

2.3

207

0.8%

2.4

239

0.9%

LARGEST VALUES

1125.0

3

<0.1%

1000.0

2

<0.1%

999.0

1

<0.1%

750.0

1

<0.1%

700.0

1

<0.1%

600.0

4

<0.1%

365.0

31

0.1%

364.0

1

<0.1%

363.3

1

<0.1%

360.0

5

<0.1%

356.7

1

<0.1%

333.0

1

<0.1%

330.0

1

<0.1%

305.0

1

<0.1%

300.0

17

<0.1%

maximum_nights_avg_ntm

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_maximum_nights

0.96

maximum_maximum_nights

0.95

maximum_nights

0.65

id

-0.28

number_of_reviews

0.21

number_of_reviews_ltm

0.16

host_id

-0.13

availability_30

-0.12

accommodates

0.12

beds

0.11

availability_60

-0.10

availability_90

-0.08

number_of_reviews_l30d

0.08

calculated_host_listings_count_private_rooms

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.31

host_response_rate

0.19

instant_bookable

0.19

host_response_time

0.19

neighbourhood

0.18

host_verifications

0.17

property_type

0.16

room_type

0.14

neighbourhood_group_cleansed

0.11

bathrooms_text

0.10

host_has_profile_pic

0.08

host_is_superhost

0.06

has_availability

0.02

host_identity_verified

0.02

MOST FREQUENT VALUES

1125.0

10,131

37.6%

365.0

7,949

29.5%

999.0

1,055

3.9%

30.0

884

3.3%

330.0

374

1.4%

7.0

336

1.2%

15.0

335

1.2%

180.0

335

1.2%

90.0

329

1.2%

60.0

309

1.1%

730.0

208

0.8%

99.0

203

0.8%

10.0

187

0.7%

5.0

184

0.7%

3.0

182

0.7%

SMALLEST VALUES

1.0

65

0.2%

1.4

5

<0.1%

1.5

3

<0.1%

1.7

5

<0.1%

1.8

1

<0.1%

2.0

176

0.7%

3.0

182

0.7%

4.0

129

0.5%

5.0

184

0.7%

6.0

72

0.3%

7.0

336

1.2%

7.8

5

<0.1%

8.0

71

0.3%

8.8

3

<0.1%

9.0

33

0.1%

LARGEST VALUES

11111.0

1

<0.1%

1825.0

1

<0.1%

1129.0

1

<0.1%

1125.0

10,131

37.6%

1124.4

3

<0.1%

1124.1

1

<0.1%

1124.0

46

0.2%

1123.9

1

<0.1%

1123.3

3

<0.1%

1123.0

12

<0.1%

1122.7

6

<0.1%

1122.5

3

<0.1%

1122.4

10

<0.1%

1122.0

1

<0.1%

1121.5

4

<0.1%

calendar_updated

MISSING:

26,980

(100%)

has_availability

MISSING:

1,528

(6%)

TOP CATEGORIES

t

25,396

>99%

f

56

<1%

ALL

25,452

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

has_availability
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

host_identity_verified

0.36

source

0.13

host_response_time

0.07

instant_bookable

0.05

host_response_rate

0.05

host_acceptance_rate

0.03

host_is_superhost

0.03

room_type

0.01

host_verifications

0.01

property_type

0.01

bathrooms_text

0.00

THESE FEATURES
GIVE INFORMATION
ON has_availability:

host_identity_verified

0.50

host_acceptance_rate

0.42

host_response_rate

0.37

host_response_time

0.36

source

0.30

instant_bookable

0.13

host_is_superhost

0.08

property_type

0.06

room_type

0.04

host_verifications

0.03

bathrooms_text

0.03

neighbourhood_group_cleansed

0.02

neighbourhood

0.01

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

has_availability
CORRELATION RATIO WITH...

bathrooms

0.28

review_scores_location

0.26

review_scores_cleanliness

0.26

availability_365

0.26

review_scores_rating

0.26

review_scores_accuracy

0.26

review_scores_communication

0.26

review_scores_checkin

0.26

review_scores_value

0.26

availability_90

0.24

beds

0.22

id

0.20

availability_60

0.20

reviews_per_month

0.17

availability_30

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.93

availability_90

0.85

availability_365

0.49

id

0.20

host_id

0.15

review_scores_location

-0.13

review_scores_value

-0.12

maximum_nights_avg_ntm

-0.12

minimum_maximum_nights

-0.12

review_scores_accuracy

-0.11

review_scores_rating

-0.10

review_scores_checkin

-0.10

maximum_maximum_nights

-0.09

review_scores_communication

-0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

source

0.36

host_acceptance_rate

0.30

host_response_rate

0.29

host_response_time

0.22

property_type

0.17

neighbourhood_group_cleansed

0.17

host_identity_verified

0.16

has_availability

0.15

bathrooms_text

0.13

neighbourhood

0.12

room_type

0.11

host_has_profile_pic

0.10

host_verifications

0.07

host_is_superhost

0.05

MOST FREQUENT VALUES

0

9,633

35.7%

1

1,314

4.9%

2

1,239

4.6%

3

1,212

4.5%

4

1,089

4.0%

5

1,078

4.0%

6

963

3.6%

30

816

3.0%

7

805

3.0%

8

790

2.9%

10

784

2.9%

9

741

2.7%

29

736

2.7%

11

682

2.5%

12

560

2.1%

SMALLEST VALUES

0

9,633

35.7%

1

1,314

4.9%

2

1,239

4.6%

3

1,212

4.5%

4

1,089

4.0%

5

1,078

4.0%

6

963

3.6%

7

805

3.0%

8

790

2.9%

9

741

2.7%

10

784

2.9%

11

682

2.5%

12

560

2.1%

13

497

1.8%

14

433

1.6%

LARGEST VALUES

30

816

3.0%

29

736

2.7%

28

264

1.0%

27

209

0.8%

26

174

0.6%

25

187

0.7%

24

194

0.7%

23

278

1.0%

22

204

0.8%

21

220

0.8%

20

245

0.9%

19

267

1.0%

18

291

1.1%

17

344

1.3%

16

364

1.3%

availability_60

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.96

availability_30

0.93

availability_365

0.57

id

0.23

host_id

0.18

review_scores_value

-0.12

review_scores_location

-0.12

bedrooms

-0.10

minimum_maximum_nights

-0.10

review_scores_accuracy

-0.10

maximum_nights_avg_ntm

-0.10

review_scores_checkin

-0.10

review_scores_rating

-0.09

review_scores_communication

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

source

0.46

host_acceptance_rate

0.34

host_response_rate

0.33

host_response_time

0.28

host_identity_verified

0.21

has_availability

0.20

property_type

0.15

neighbourhood_group_cleansed

0.14

bathrooms_text

0.13

neighbourhood

0.10

instant_bookable

0.10

host_has_profile_pic

0.09

room_type

0.06

host_verifications

0.06

MOST FREQUENT VALUES

0

8,009

29.7%

60

797

3.0%

59

701

2.6%

9

503

1.9%

1

487

1.8%

10

446

1.7%

7

393

1.5%

3

386

1.4%

11

379

1.4%

26

375

1.4%

14

372

1.4%

40

371

1.4%

16

367

1.4%

20

367

1.4%

6

364

1.3%

SMALLEST VALUES

0

8,009

29.7%

1

487

1.8%

2

357

1.3%

3

386

1.4%

4

364

1.3%

5

360

1.3%

6

364

1.3%

7

393

1.5%

8

363

1.3%

9

503

1.9%

10

446

1.7%

11

379

1.4%

12

359

1.3%

13

353

1.3%

14

372

1.4%

LARGEST VALUES

60

797

3.0%

59

701

2.6%

58

243

0.9%

57

189

0.7%

56

152

0.6%

55

145

0.5%

54

152

0.6%

53

228

0.8%

52

166

0.6%

51

152

0.6%

50

190

0.7%

49

185

0.7%

48

189

0.7%

47

181

0.7%

46

206

0.8%

availability_90

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.96

availability_30

0.85

availability_365

0.63

id

0.26

host_id

0.18

bedrooms

-0.12

reviews_per_month

0.11

review_scores_value

-0.11

review_scores_location

-0.10

review_scores_accuracy

-0.09

review_scores_checkin

-0.09

minimum_maximum_nights

-0.09

number_of_reviews_ltm

0.09

review_scores_rating

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

source

0.54

host_acceptance_rate

0.38

host_response_rate

0.37

host_response_time

0.35

has_availability

0.24

host_identity_verified

0.23

property_type

0.14

bathrooms_text

0.14

instant_bookable

0.13

neighbourhood_group_cleansed

0.12

neighbourhood

0.09

host_has_profile_pic

0.08

host_verifications

0.07

room_type

0.06

MOST FREQUENT VALUES

0

7,328

27.2%

90

783

2.9%

89

690

2.6%

39

325

1.2%

70

322

1.2%

1

311

1.2%

56

297

1.1%

59

295

1.1%

71

282

1.0%

51

273

1.0%

57

267

1.0%

40

266

1.0%

58

265

1.0%

46

262

1.0%

49

258

1.0%

SMALLEST VALUES

0

7,328

27.2%

1

311

1.2%

2

194

0.7%

3

204

0.8%

4

155

0.6%

5

130

0.5%

6

101

0.4%

7

134

0.5%

8

122

0.5%

9

230

0.9%

10

186

0.7%

11

126

0.5%

12

139

0.5%

13

122

0.5%

14

119

0.4%

LARGEST VALUES

90

783

2.9%

89

690

2.6%

88

236

0.9%

87

189

0.7%

86

145

0.5%

85

139

0.5%

84

149

0.6%

83

229

0.8%

82

158

0.6%

81

139

0.5%

80

180

0.7%

79

169

0.6%

78

171

0.6%

77

175

0.6%

76

199

0.7%

availability_365

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.63

availability_60

0.57

availability_30

0.49

id

0.24

calculated_host_listings_count_entire_homes

0.17

host_total_listings_count

0.16

calculated_host_listings_count

0.16

host_listings_count

0.16

host_id

0.15

review_scores_value

-0.11

review_scores_accuracy

-0.09

review_scores_checkin

-0.09

review_scores_communication

-0.09

review_scores_rating

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

source

0.57

host_acceptance_rate

0.42

host_response_rate

0.41

host_response_time

0.38

has_availability

0.26

host_identity_verified

0.22

property_type

0.17

instant_bookable

0.15

bathrooms_text

0.13

room_type

0.11

host_verifications

0.07

neighbourhood_group_cleansed

0.07

host_has_profile_pic

0.05

neighbourhood

0.05

MOST FREQUENT VALUES

0

5,169

19.2%

365

535

2.0%

269

290

1.1%

364

215

0.8%

253

183

0.7%

89

155

0.6%

1

148

0.5%

68

139

0.5%

345

129

0.5%

90

120

0.4%

315

117

0.4%

2

115

0.4%

158

114

0.4%

72

110

0.4%

270

110

0.4%

SMALLEST VALUES

0

5,169

19.2%

1

148

0.5%

2

115

0.4%

3

91

0.3%

4

68

0.3%

5

68

0.3%

6

84

0.3%

7

76

0.3%

8

48

0.2%

9

98

0.4%

10

84

0.3%

11

71

0.3%

12

41

0.2%

13

41

0.2%

14

47

0.2%

LARGEST VALUES

365

535

2.0%

364

215

0.8%

363

106

0.4%

362

69

0.3%

361

73

0.3%

360

55

0.2%

359

59

0.2%

358

96

0.4%

357

60

0.2%

356

47

0.2%

355

69

0.3%

354

60

0.2%

353

55

0.2%

352

69

0.3%

351

72

0.3%

calendar_last_scraped

MISSING:

---

TOP CATEGORIES

2024-09-11

26,980

100%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

calendar_last_scraped
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

property_type

0.00

host_response_rate

0.00

neighbourhood_group_cleansed

0.00

bathrooms_text

0.00

source

0.00

host_response_time

0.00

host_is_superhost

0.00

room_type

0.00

has_availability

0.00

instant_bookable

0.00

host_verifications

-0.00

host_has_profile_pic

-0.00

THESE FEATURES
GIVE INFORMATION
ON calendar_last_scraped:

scrape_id

1.00

last_scraped

1.00

source

1.00

host_response_time

1.00

host_response_rate

1.00

host_acceptance_rate

1.00

host_is_superhost

1.00

host_verifications

1.00

host_has_profile_pic

1.00

host_identity_verified

1.00

neighbourhood

1.00

neighbourhood_group_cleansed

1.00

property_type

1.00

room_type

1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

calendar_last_scraped
CORRELATION RATIO WITH...

id

0.00

host_id

0.00

host_listings_count

0.00

host_total_listings_count

0.00

latitude

0.00

longitude

0.00

accommodates

0.00

bathrooms

0.00

bedrooms

0.00

beds

0.00

minimum_nights

0.00

maximum_nights

0.00

minimum_minimum_nights

0.00

maximum_minimum_nights

0.00

number_of_reviews

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.70

reviews_per_month

0.51

number_of_reviews_l30d

0.43

id

-0.38

host_id

-0.25

maximum_nights_avg_ntm

0.21

maximum_maximum_nights

0.21

minimum_maximum_nights

0.21

review_scores_value

0.12

review_scores_location

0.11

accommodates

0.11

review_scores_communication

0.11

review_scores_cleanliness

0.10

review_scores_accuracy

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

neighbourhood

0.34

host_acceptance_rate

0.30

host_response_rate

0.27

host_response_time

0.26

host_is_superhost

0.24

neighbourhood_group_cleansed

0.22

source

0.17

property_type

0.17

host_identity_verified

0.13

room_type

0.13

has_availability

0.12

host_verifications

0.11

instant_bookable

0.09

bathrooms_text

0.09

MOST FREQUENT VALUES

0

5,697

21.1%

1

2,153

8.0%

2

1,279

4.7%

3

934

3.5%

4

786

2.9%

5

624

2.3%

6

568

2.1%

7

445

1.6%

8

438

1.6%

9

380

1.4%

10

359

1.3%

11

352

1.3%

12

318

1.2%

13

293

1.1%

15

277

1.0%

SMALLEST VALUES

0

5,697

21.1%

1

2,153

8.0%

2

1,279

4.7%

3

934

3.5%

4

786

2.9%

5

624

2.3%

6

568

2.1%

7

445

1.6%

8

438

1.6%

9

380

1.4%

10

359

1.3%

11

352

1.3%

12

318

1.2%

13

293

1.1%

14

273

1.0%

LARGEST VALUES

1092

1

<0.1%

986

1

<0.1%

970

1

<0.1%

965

1

<0.1%

942

1

<0.1%

904

1

<0.1%

890

1

<0.1%

888

1

<0.1%

857

1

<0.1%

839

2

<0.1%

823

1

<0.1%

797

1

<0.1%

796

1

<0.1%

794

1

<0.1%

792

1

<0.1%

number_of_reviews_ltm

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reviews_per_month

0.82

number_of_reviews

0.70

number_of_reviews_l30d

0.70

maximum_nights_avg_ntm

0.16

maximum_maximum_nights

0.16

minimum_maximum_nights

0.15

review_scores_value

0.14

review_scores_cleanliness

0.13

review_scores_communication

0.13

review_scores_rating

0.12

minimum_minimum_nights

-0.12

minimum_nights_avg_ntm

-0.12

accommodates

0.12

review_scores_accuracy

0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.41

host_response_time

0.38

host_response_rate

0.38

host_is_superhost

0.34

source

0.28

neighbourhood

0.25

neighbourhood_group_cleansed

0.19

host_identity_verified

0.17

property_type

0.16

has_availability

0.16

instant_bookable

0.13

room_type

0.13

host_verifications

0.10

bathrooms_text

0.08

MOST FREQUENT VALUES

0

9,256

34.3%

1

1,982

7.3%

2

1,244

4.6%

3

866

3.2%

4

819

3.0%

5

694

2.6%

6

614

2.3%

7

498

1.8%

9

465

1.7%

8

454

1.7%

10

395

1.5%

11

369

1.4%

13

348

1.3%

12

339

1.3%

14

325

1.2%

SMALLEST VALUES

0

9,256

34.3%

1

1,982

7.3%

2

1,244

4.6%

3

866

3.2%

4

819

3.0%

5

694

2.6%

6

614

2.3%

7

498

1.8%

8

454

1.7%

9

465

1.7%

10

395

1.5%

11

369

1.4%

12

339

1.3%

13

348

1.3%

14

325

1.2%

LARGEST VALUES

299

1

<0.1%

281

1

<0.1%

246

1

<0.1%

224

1

<0.1%

201

1

<0.1%

193

1

<0.1%

183

1

<0.1%

177

1

<0.1%

173

1

<0.1%

170

1

<0.1%

169

2

<0.1%

165

2

<0.1%

162

1

<0.1%

160

1

<0.1%

157

1

<0.1%

number_of_reviews_l30d

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reviews_per_month

0.74

number_of_reviews_ltm

0.70

number_of_reviews

0.43

accommodates

0.12

review_scores_value

0.11

review_scores_cleanliness

0.09

minimum_minimum_nights

-0.09

review_scores_rating

0.09

minimum_nights_avg_ntm

-0.09

review_scores_communication

0.08

minimum_nights

-0.08

review_scores_accuracy

0.08

maximum_maximum_nights

0.08

maximum_nights_avg_ntm

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.32

host_response_time

0.30

host_response_rate

0.29

host_is_superhost

0.23

source

0.21

property_type

0.16

instant_bookable

0.16

neighbourhood_group_cleansed

0.15

host_identity_verified

0.13

has_availability

0.12

room_type

0.12

neighbourhood

0.12

bathrooms_text

0.09

host_verifications

0.07

MOST FREQUENT VALUES

0

18,393

68.2%

1

3,449

12.8%

2

1,869

6.9%

3

1,271

4.7%

4

783

2.9%

5

514

1.9%

6

288

1.1%

7

149

0.6%

8

93

0.3%

9

69

0.3%

10

35

0.1%

11

22

<0.1%

12

13

<0.1%

13

6

<0.1%

14

4

<0.1%

SMALLEST VALUES

0

18,393

68.2%

1

3,449

12.8%

2

1,869

6.9%

3

1,271

4.7%

4

783

2.9%

5

514

1.9%

6

288

1.1%

7

149

0.6%

8

93

0.3%

9

69

0.3%

10

35

0.1%

11

22

<0.1%

12

13

<0.1%

13

6

<0.1%

14

4

<0.1%

LARGEST VALUES

51

1

<0.1%

45

1

<0.1%

38

1

<0.1%

33

1

<0.1%

29

1

<0.1%

25

1

<0.1%

24

2

<0.1%

21

1

<0.1%

20

1

<0.1%

18

1

<0.1%

17

3

<0.1%

16

4

<0.1%

15

4

<0.1%

14

4

<0.1%

13

6

<0.1%

first_review

MISSING:

5,697

(21%)

92

<1%

-

2024-07-14

75

<1%

-

2024-06-16

73

<1%

-

2019-06-02

66

<1%

-

2024-06-02

62

<1%

-

2024-03-31

61

<1%

-

2023-12-10

60

<1%

-

2024-06-30

58

<1%

-

2024-09-08

57

<1%

-

2024-04-14

55

<1%

-

2024-07-07

55

<1%

-

2024-05-26

54

<1%

-

2023-07-02

53

<1%

-

2024-04-21

52

<1%

-

2024-03-10

51

<1%

-

2024-07-21

50

<1%

-

2024-07-13

49

<1%

-

2024-05-31

48

<1%

-

2024-06-09

47

<1%

-

2024-05-19

46

<1%

-

2023-09-24

45

<1%

-

2023-10-22

45

<1%

-

2024-07-15

43

<1%

-

2024-04-07

43

<1%

-

2024-01-28

42

<1%

-

2023-04-09

42

<1%

-

2023-09-30

41

<1%

-

2024-01-01

41

<1%

-

2024-04-01

41

<1%

-

2024-05-12

41

<1%

-

2023-11-05

40

<1%

-

2024-03-03

40

<1%

-

2023-07-09

39

<1%

-

2024-07-08

39

<1%

-

2024-02-18

38

<1%

-

2023-10-01

38

<1%

-

2024-04-28

38

<1%

-

2023-10-15

38

<1%

-

2023-12-03

38

<1%

-

2024-04-29

38

<1%

-

2023-09-03

37

<1%

-

2017-06-25

37

<1%

-

2023-11-19

37

<1%

-

2024-06-23

36

<1%

-

2024-02-04

36

<1%

-

2024-02-11

36

<1%

-

2023-09-17

35

<1%

-

2023-10-08

35

<1%

-

2024-05-05

35

<1%

-

2023-05-01

35

<1%

-

2023-11-12

35

<1%

-

2024-07-28

35

<1%

-

2024-06-15

35

<1%

-

2024-05-27

34

<1%

-

2024-07-01

34

<1%

-

2022-07-10

34

<1%

-

2023-09-18

33

<1%

-

2024-04-22

33

<1%

-

2023-03-19

33

<1%

-

2024-01-02

32

<1%

-

2024-03-24

18,612

87%

-

(Other)

last_review

MISSING:

5,697

(21%)

783

4%

-

2024-09-08

556

3%

-

2024-09-09

505

2%

-

2024-07-14

433

2%

-

2024-09-01

422

2%

-

2024-08-26

414

2%

-

2024-08-27

378

2%

-

2024-08-25

377

2%

-

2024-09-07

356

2%

-

2024-09-02

334

2%

-

2024-08-31

328

2%

-

2024-07-15

322

2%

-

2024-09-05

308

1%

-

2024-09-06

295

1%

-

2024-09-04

292

1%

-

2024-09-03

283

1%

-

2024-08-24

278

1%

-

2024-07-21

274

1%

-

2024-09-10

262

1%

-

2024-08-23

254

1%

-

2024-08-18

240

1%

-

2024-08-22

237

1%

-

2024-08-30

237

1%

-

2024-07-22

223

1%

-

2024-08-28

209

<1%

-

2024-07-28

206

<1%

-

2024-08-21

204

<1%

-

2024-08-29

199

<1%

-

2024-08-19

178

<1%

-

2024-06-16

177

<1%

-

2024-06-30

175

<1%

-

2024-07-24

169

<1%

-

2024-08-20

164

<1%

-

2024-07-23

161

<1%

-

2024-07-07

153

<1%

-

2024-08-17

152

<1%

-

2024-08-11

147

<1%

-

2024-08-15

141

<1%

-

2024-07-31

125

<1%

-

2024-07-08

125

<1%

-

2024-08-16

123

<1%

-

2024-08-01

120

<1%

-

2024-07-27

119

<1%

-

2024-08-12

119

<1%

-

2024-08-04

117

<1%

-

2024-07-13

114

<1%

-

2024-07-16

109

<1%

-

2024-07-29

105

<1%

-

2024-07-25

104

<1%

-

2024-06-02

101

<1%

-

2024-08-14

100

<1%

-

2024-08-09

99

<1%

-

2024-08-13

99

<1%

-

2024-07-26

99

<1%

-

2024-07-20

97

<1%

-

2024-08-10

97

<1%

-

2024-08-08

94

<1%

-

2024-06-17

94

<1%

-

2024-08-05

94

<1%

-

2024-06-23

93

<1%

-

2024-08-07

8,110

38%

-

(Other)

review_scores_rating

MISSING:

5,697

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_value

0.86

review_scores_accuracy

0.86

review_scores_communication

0.79

review_scores_cleanliness

0.78

review_scores_checkin

0.72

review_scores_location

0.56

calculated_host_listings_count_private_rooms

-0.18

host_id

-0.18

calculated_host_listings_count

-0.13

host_total_listings_count

-0.13

number_of_reviews_ltm

0.12

host_listings_count

-0.12

id

-0.11

reviews_per_month

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.38

host_response_time

0.32

host_is_superhost

0.29

neighbourhood

0.27

has_availability

0.26

host_identity_verified

0.23

source

0.19

property_type

0.17

host_verifications

0.17

neighbourhood_group_cleansed

0.13

room_type

0.12

instant_bookable

0.11

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

4,194

19.7%

4.0

698

3.3%

4.5

669

3.1%

4.67

631

3.0%

4.75

503

2.4%

4.8

480

2.3%

4.83

449

2.1%

4.88

427

2.0%

4.86

392

1.8%

4.89

339

1.6%

4.9

329

1.5%

4.78

329

1.5%

4.71

327

1.5%

4.79

326

1.5%

4.91

304

1.4%

SMALLEST VALUES

1.0

119

0.6%

1.5

3

<0.1%

2.0

89

0.4%

2.33

2

<0.1%

2.5

26

0.1%

2.67

9

<0.1%

2.75

1

<0.1%

2.83

1

<0.1%

2.86

1

<0.1%

3.0

188

0.9%

3.13

3

<0.1%

3.14

2

<0.1%

3.17

1

<0.1%

3.2

7

<0.1%

3.25

14

<0.1%

LARGEST VALUES

5.0

4,194

19.7%

4.99

38

0.2%

4.98

112

0.5%

4.97

161

0.8%

4.96

186

0.9%

4.95

234

1.1%

4.94

278

1.3%

4.93

262

1.2%

4.92

292

1.4%

4.91

304

1.4%

4.9

329

1.5%

4.89

339

1.6%

4.88

427

2.0%

4.87

232

1.1%

4.86

392

1.8%

review_scores_accuracy

MISSING:

5,697

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.86

review_scores_value

0.82

review_scores_cleanliness

0.74

review_scores_communication

0.74

review_scores_checkin

0.68

review_scores_location

0.56

host_id

-0.17

calculated_host_listings_count_private_rooms

-0.16

id

-0.12

number_of_reviews_ltm

0.12

host_total_listings_count

-0.11

calculated_host_listings_count

-0.11

availability_30

-0.11

host_listings_count

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.38

host_response_time

0.32

host_is_superhost

0.28

neighbourhood

0.27

has_availability

0.26

host_identity_verified

0.23

source

0.19

property_type

0.18

host_verifications

0.17

neighbourhood_group_cleansed

0.13

room_type

0.12

instant_bookable

0.11

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

4,590

21.6%

4.67

600

2.8%

4.0

595

2.8%

4.5

588

2.8%

4.83

530

2.5%

4.75

523

2.5%

4.88

511

2.4%

4.8

490

2.3%

4.86

489

2.3%

4.89

431

2.0%

4.92

411

1.9%

4.9

405

1.9%

4.94

396

1.9%

4.93

380

1.8%

4.91

374

1.8%

SMALLEST VALUES

1.0

97

0.5%

1.5

5

<0.1%

1.67

2

<0.1%

2.0

70

0.3%

2.25

1

<0.1%

2.33

2

<0.1%

2.5

14

<0.1%

2.67

7

<0.1%

2.71

1

<0.1%

2.75

2

<0.1%

2.8

2

<0.1%

3.0

192

0.9%

3.1

1

<0.1%

3.14

2

<0.1%

3.17

1

<0.1%

LARGEST VALUES

5.0

4,590

21.6%

4.99

45

0.2%

4.98

122

0.6%

4.97

204

1.0%

4.96

283

1.3%

4.95

320

1.5%

4.94

396

1.9%

4.93

380

1.8%

4.92

411

1.9%

4.91

374

1.8%

4.9

405

1.9%

4.89

431

2.0%

4.88

511

2.4%

4.87

333

1.6%

4.86

489

2.3%

review_scores_cleanliness

MISSING:

5,698

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.78

review_scores_accuracy

0.74

review_scores_value

0.73

review_scores_communication

0.62

review_scores_checkin

0.59

review_scores_location

0.49

calculated_host_listings_count_private_rooms

-0.18

host_id

-0.13

number_of_reviews_ltm

0.13

reviews_per_month

0.11

number_of_reviews

0.10

number_of_reviews_l30d

0.09

id

-0.08

availability_30

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.43

host_response_rate

0.39

host_response_time

0.33

host_is_superhost

0.28

neighbourhood

0.27

has_availability

0.26

host_identity_verified

0.23

source

0.19

property_type

0.18

host_verifications

0.17

neighbourhood_group_cleansed

0.13

room_type

0.13

instant_bookable

0.12

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

4,477

21.0%

4.0

684

3.2%

4.5

604

2.8%

4.67

574

2.7%

4.75

515

2.4%

4.88

482

2.3%

4.83

460

2.2%

4.8

438

2.1%

4.86

418

2.0%

4.89

398

1.9%

4.9

382

1.8%

4.92

379

1.8%

4.91

365

1.7%

4.93

313

1.5%

4.94

303

1.4%

SMALLEST VALUES

1.0

104

0.5%

1.5

4

<0.1%

1.67

1

<0.1%

1.8

1

<0.1%

2.0

67

0.3%

2.25

1

<0.1%

2.33

3

<0.1%

2.5

20

<0.1%

2.67

9

<0.1%

2.75

1

<0.1%

2.83

1

<0.1%

2.86

1

<0.1%

3.0

192

0.9%

3.13

1

<0.1%

3.14

2

<0.1%

LARGEST VALUES

5.0

4,477

21.0%

4.99

59

0.3%

4.98

161

0.8%

4.97

241

1.1%

4.96

292

1.4%

4.95

282

1.3%

4.94

303

1.4%

4.93

313

1.5%

4.92

379

1.8%

4.91

365

1.7%

4.9

382

1.8%

4.89

398

1.9%

4.88

482

2.3%

4.87

258

1.2%

4.86

418

2.0%

review_scores_checkin

MISSING:

5,698

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_communication

0.75

review_scores_rating

0.72

review_scores_accuracy

0.68

review_scores_value

0.67

review_scores_cleanliness

0.59

review_scores_location

0.51

host_id

-0.19

calculated_host_listings_count_private_rooms

-0.17

calculated_host_listings_count

-0.17

host_total_listings_count

-0.15

host_listings_count

-0.14

calculated_host_listings_count_entire_homes

-0.14

id

-0.14

number_of_reviews_ltm

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.38

host_response_time

0.32

neighbourhood

0.27

host_is_superhost

0.27

has_availability

0.26

host_identity_verified

0.23

source

0.18

property_type

0.17

host_verifications

0.16

neighbourhood_group_cleansed

0.13

room_type

0.12

instant_bookable

0.11

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

5,400

25.4%

4.88

557

2.6%

4.83

541

2.5%

4.9

507

2.4%

4.89

504

2.4%

4.8

504

2.4%

4.94

501

2.4%

4.92

494

2.3%

4.5

480

2.3%

4.0

476

2.2%

4.67

473

2.2%

4.86

469

2.2%

4.75

466

2.2%

4.91

455

2.1%

4.93

449

2.1%

SMALLEST VALUES

1.0

110

0.5%

1.5

2

<0.1%

2.0

55

0.3%

2.33

3

<0.1%

2.5

23

0.1%

2.67

1

<0.1%

2.86

1

<0.1%

3.0

134

0.6%

3.13

1

<0.1%

3.17

2

<0.1%

3.2

3

<0.1%

3.25

4

<0.1%

3.3

1

<0.1%

3.33

21

<0.1%

3.4

7

<0.1%

LARGEST VALUES

5.0

5,400

25.4%

4.99

94

0.4%

4.98

229

1.1%

4.97

295

1.4%

4.96

339

1.6%

4.95

434

2.0%

4.94

501

2.4%

4.93

449

2.1%

4.92

494

2.3%

4.91

455

2.1%

4.9

507

2.4%

4.89

504

2.4%

4.88

557

2.6%

4.87

342

1.6%

4.86

469

2.2%

review_scores_communication

MISSING:

5,697

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.79

review_scores_checkin

0.75

review_scores_accuracy

0.74

review_scores_value

0.73

review_scores_cleanliness

0.62

review_scores_location

0.51

calculated_host_listings_count_private_rooms

-0.21

host_id

-0.19

host_total_listings_count

-0.18

calculated_host_listings_count

-0.18

host_listings_count

-0.17

calculated_host_listings_count_entire_homes

-0.14

id

-0.14

number_of_reviews_ltm

0.13

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.39

host_response_time

0.32

neighbourhood

0.28

host_is_superhost

0.28

has_availability

0.26

host_identity_verified

0.24

source

0.18

property_type

0.18

host_verifications

0.17

neighbourhood_group_cleansed

0.13

room_type

0.12

instant_bookable

0.11

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

5,913

27.8%

4.88

547

2.6%

4.95

543

2.6%

4.93

533

2.5%

4.92

532

2.5%

4.9

507

2.4%

4.94

490

2.3%

4.96

475

2.2%

4.83

475

2.2%

4.0

469

2.2%

4.91

463

2.2%

4.89

456

2.1%

4.86

443

2.1%

4.97

442

2.1%

4.5

442

2.1%

SMALLEST VALUES

1.0

115

0.5%

1.33

1

<0.1%

1.5

2

<0.1%

1.67

1

<0.1%

2.0

72

0.3%

2.25

1

<0.1%

2.33

9

<0.1%

2.5

23

0.1%

2.57

1

<0.1%

2.67

4

<0.1%

2.75

2

<0.1%

3.0

188

0.9%

3.14

1

<0.1%

3.17

1

<0.1%

3.2

3

<0.1%

LARGEST VALUES

5.0

5,913

27.8%

4.99

169

0.8%

4.98

348

1.6%

4.97

442

2.1%

4.96

475

2.2%

4.95

543

2.6%

4.94

490

2.3%

4.93

533

2.5%

4.92

532

2.5%

4.91

463

2.2%

4.9

507

2.4%

4.89

456

2.1%

4.88

547

2.6%

4.87

382

1.8%

4.86

443

2.1%

review_scores_location

MISSING:

5,700

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_value

0.58

review_scores_accuracy

0.56

review_scores_rating

0.56

review_scores_communication

0.51

review_scores_checkin

0.51

review_scores_cleanliness

0.49

host_id

-0.13

availability_30

-0.13

id

-0.13

availability_60

-0.12

number_of_reviews

0.11

availability_90

-0.10

number_of_reviews_ltm

0.09

availability_365

-0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.38

host_response_time

0.33

neighbourhood

0.27

has_availability

0.26

host_is_superhost

0.26

host_identity_verified

0.23

source

0.19

property_type

0.18

host_verifications

0.17

neighbourhood_group_cleansed

0.17

room_type

0.13

instant_bookable

0.12

bathrooms_text

0.09

MOST FREQUENT VALUES

5.0

5,211

24.5%

4.0

580

2.7%

4.5

567

2.7%

4.93

560

2.6%

4.94

550

2.6%

4.92

545

2.6%

4.67

504

2.4%

4.91

503

2.4%

4.88

502

2.4%

4.75

486

2.3%

4.95

467

2.2%

4.96

463

2.2%

4.8

445

2.1%

4.97

437

2.1%

4.89

436

2.0%

SMALLEST VALUES

1.0

59

0.3%

1.5

3

<0.1%

2.0

27

0.1%

2.5

10

<0.1%

2.57

1

<0.1%

2.67

1

<0.1%

2.75

3

<0.1%

3.0

118

0.6%

3.14

1

<0.1%

3.17

1

<0.1%

3.2

3

<0.1%

3.25

4

<0.1%

3.3

1

<0.1%

3.33

21

<0.1%

3.36

1

<0.1%

LARGEST VALUES

5.0

5,211

24.5%

4.99

156

0.7%

4.98

357

1.7%

4.97

437

2.1%

4.96

463

2.2%

4.95

467

2.2%

4.94

550

2.6%

4.93

560

2.6%

4.92

545

2.6%

4.91

503

2.4%

4.9

427

2.0%

4.89

436

2.0%

4.88

502

2.4%

4.87

288

1.4%

4.86

416

2.0%

review_scores_value

MISSING:

5,701

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.86

review_scores_accuracy

0.82

review_scores_cleanliness

0.73

review_scores_communication

0.73

review_scores_checkin

0.67

review_scores_location

0.58

host_id

-0.18

calculated_host_listings_count_private_rooms

-0.15

host_total_listings_count

-0.15

calculated_host_listings_count

-0.15

number_of_reviews_ltm

0.14

host_listings_count

-0.14

reviews_per_month

0.13

availability_30

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_rate

0.38

host_response_time

0.32

host_is_superhost

0.29

neighbourhood

0.27

has_availability

0.26

host_identity_verified

0.23

source

0.18

host_verifications

0.17

property_type

0.17

neighbourhood_group_cleansed

0.13

room_type

0.11

instant_bookable

0.11

bathrooms_text

0.08

MOST FREQUENT VALUES

5.0

3,146

14.8%

4.0

904

4.2%

4.5

819

3.8%

4.67

721

3.4%

4.75

529

2.5%

4.8

448

2.1%

4.71

380

1.8%

4.83

347

1.6%

4.78

341

1.6%

4.6

336

1.6%

4.33

336

1.6%

4.88

327

1.5%

4.63

318

1.5%

4.73

305

1.4%

4.7

294

1.4%

SMALLEST VALUES

1.0

125

0.6%

1.5

6

<0.1%

1.67

1

<0.1%

2.0

100

0.5%

2.29

1

<0.1%

2.33

4

<0.1%

2.5

27

0.1%

2.6

1

<0.1%

2.67

8

<0.1%

2.71

1

<0.1%

2.75

11

<0.1%

3.0

283

1.3%

3.14

2

<0.1%

3.17

5

<0.1%

3.18

1

<0.1%

LARGEST VALUES

5.0

3,146

14.8%

4.99

2

<0.1%

4.98

15

<0.1%

4.97

33

0.2%

4.96

72

0.3%

4.95

97

0.5%

4.94

115

0.5%

4.93

137

0.6%

4.92

149

0.7%

4.91

170

0.8%

4.9

232

1.1%

4.89

219

1.0%

4.88

327

1.5%

4.87

200

0.9%

4.86

281

1.3%

license

MISSING:

24,350

(90%)

59

2%

-

VT REGISTRADA

39

1%

-

VT

39

1%

-

405007

20

<1%

-

AM-336

19

<1%

-

VT-0000

16

<1%

-

VT-3483

13

<1%

-

37035/72M

13

<1%

-

HM-4817

12

<1%

-

REGISTRO COMUNIDAD DE MADRID VT-8631

12

<1%

-

49/976107.9/20

12

<1%

-

B84109933

12

<1%

-

9

<1%

-

VT-

9

<1%

-

500.2019.10519

8

<1%

-

En trámite

8

<1%

-

0000

7

<1%

-

00

7

<1%

-

G823642

7

<1%

-

123456

7

<1%

-

ESY3340884X

7

<1%

-

B-16524639

7

<1%

-

EXENTO

7

<1%

-

VT685

7

<1%

-

0

7

<1%

-

AM-1362

6

<1%

-

49/659112.9/21

6

<1%

-

VT0000

6

<1%

-

Vivienda registrada

6

<1%

-

VT-447660A

6

<1%

-

500/2020/02723

6

<1%

-

711/2006/06320

6

<1%

-

VT-447657A

5

<1%

-

VT7337

5

<1%

-

1809/82

5

<1%

-

Tvi00028

5

<1%

-

09/869677.9/22

5

<1%

-

A78484961

5

<1%

-

AM1384

5

<1%

-

XXX1234

5

<1%

-

1111517014005

5

<1%

-

VT-22634CS

5

<1%

-

VT-5980

5

<1%

-

ESB87885356

5

<1%

-

VT-9028

4

<1%

-

AM-1350

4

<1%

-

HM-4941

4

<1%

-

49/204805.9/22

4

<1%

-

ESX6426199E

4

<1%

-

VT6452

4

<1%

-

500/2021/00974

4

<1%

-

B86899440

4

<1%

-

HM-0299

4

<1%

-

500/2022/05979

4

<1%

-

59/063359.9/22

4

<1%

-

VT-2153

4

<1%

-

500/2022/05637

4

<1%

-

59/140972.9/22

4

<1%

-

******

4

<1%

-

AM1427

4

<1%

-

AM-1331

2,101

80%

-

(Other)

instant_bookable

MISSING:

---

TOP CATEGORIES

f

16,202

60%

t

10,778

40%

ALL

26,980

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

instant_bookable
PROVIDES INFORMATION ON...

scrape_id

1.00

last_scraped

1.00

calendar_last_scraped

1.00

has_availability

0.13

host_response_time

0.07

host_acceptance_rate

0.06

host_identity_verified

0.04

room_type

0.04

property_type

0.04

host_response_rate

0.04

source

0.03

host_verifications

0.02

host_has_profile_pic

0.02

bathrooms_text

0.01

THESE FEATURES
GIVE INFORMATION
ON instant_bookable:

host_acceptance_rate

0.27

host_response_time

0.12

host_response_rate

0.10

property_type

0.09

has_availability

0.05

room_type

0.04

bathrooms_text

0.03

neighbourhood_group_cleansed

0.02

source

0.02

host_identity_verified

0.02

host_verifications

0.02

neighbourhood

0.01

host_is_superhost

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

instant_bookable
CORRELATION RATIO WITH...

maximum_maximum_nights

0.24

accommodates

0.19

calculated_host_listings_count_entire_homes

0.19

maximum_nights_avg_ntm

0.19

calculated_host_listings_count

0.17

host_listings_count

0.17

reviews_per_month

0.16

beds

0.16

number_of_reviews_l30d

0.16

host_total_listings_count

0.16

minimum_maximum_nights

0.15

availability_365

0.15

number_of_reviews_ltm

0.13

availability_90

0.13

calculated_host_listings_count

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count_entire_homes

0.97

host_listings_count

0.83

host_total_listings_count

0.63

maximum_minimum_nights

0.28

host_id

0.21

calculated_host_listings_count_private_rooms

0.21

review_scores_communication

-0.18

review_scores_checkin

-0.17

id

0.17

availability_365

0.16

accommodates

0.15

review_scores_value

-0.15

review_scores_rating

-0.13

minimum_nights_avg_ntm

0.13

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.64

host_response_rate

0.62

host_verifications

0.44

host_response_time

0.29

bathrooms_text

0.26

property_type

0.24

room_type

0.20

neighbourhood_group_cleansed

0.20

instant_bookable

0.17

source

0.11

has_availability

0.10

neighbourhood

0.08

host_has_profile_pic

0.07

host_is_superhost

0.05

MOST FREQUENT VALUES

1

9,731

36.1%

2

3,072

11.4%

3

1,656

6.1%

4

1,232

4.6%

5

890

3.3%

6

690

2.6%

7

567

2.1%

9

369

1.4%

10

350

1.3%

8

336

1.2%

322

1.2%

314

1.2%

312

1.2%

254

0.9%

124

248

0.9%

SMALLEST VALUES

1

9,731

36.1%

2

3,072

11.4%

3

1,656

6.1%

4

1,232

4.6%

5

890

3.3%

6

690

2.6%

7

567

2.1%

8

336

1.2%

9

369

1.4%

10

350

1.3%

11

209

0.8%

12

228

0.8%

13

221

0.8%

14

196

0.7%

15

180

0.7%

LARGEST VALUES

322

1.2%

314

1.2%

312

1.2%

254

0.9%

221

0.8%

193

0.7%

176

0.7%

131

0.5%

130

0.5%

124

248

0.9%

95

0.4%

94

0.3%

91

0.3%

86

0.3%

84

0.3%

calculated_host_listings_count_entire_homes

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.97

host_listings_count

0.81

host_total_listings_count

0.61

maximum_minimum_nights

0.28

accommodates

0.20

host_id

0.18

availability_365

0.17

review_scores_communication

-0.14

id

0.14

review_scores_checkin

-0.14

minimum_nights_avg_ntm

0.12

review_scores_value

-0.12

minimum_minimum_nights

0.12

beds

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.63

host_response_rate

0.62

host_verifications

0.46

property_type

0.29

room_type

0.27

bathrooms_text

0.26

host_response_time

0.24

instant_bookable

0.19

neighbourhood_group_cleansed

0.19

source

0.12

has_availability

0.09

host_has_profile_pic

0.06

neighbourhood

0.06

host_is_superhost

0.04

MOST FREQUENT VALUES

0

7,889

29.2%

1

6,613

24.5%

2

1,782

6.6%

3

1,065

3.9%

4

830

3.1%

5

636

2.4%

6

477

1.8%

7

406

1.5%

322

1.2%

314

1.2%

9

312

1.2%

312

1.2%

8

292

1.1%

234

254

0.9%

124

248

0.9%

SMALLEST VALUES

0

7,889

29.2%

1

6,613

24.5%

2

1,782

6.6%

3

1,065

3.9%

4

830

3.1%

5

636

2.4%

6

477

1.8%

7

406

1.5%

8

292

1.1%

9

312

1.2%

10

207

0.8%

11

145

0.5%

12

120

0.4%

13

228

0.8%

14

140

0.5%

LARGEST VALUES

322

1.2%

314

1.2%

312

1.2%

234

254

0.9%

221

0.8%

193

0.7%

130

0.5%

124

248

0.9%

115

131

0.5%

87

91

0.3%

86

0.3%

84

0.3%

80

0.3%

79

0.3%

75

94

0.3%

calculated_host_listings_count_private_rooms

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.21

review_scores_communication

-0.21

review_scores_cleanliness

-0.18

review_scores_rating

-0.18

review_scores_checkin

-0.17

host_id

0.16

review_scores_accuracy

-0.16

accommodates

-0.16

review_scores_value

-0.15

id

0.13

bathrooms

0.12

host_listings_count

0.11

number_of_reviews_ltm

-0.09

beds

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.82

host_response_rate

0.75

host_response_time

0.28

property_type

0.27

room_type

0.24

bathrooms_text

0.24

host_identity_verified

0.20

host_verifications

0.19

neighbourhood

0.13

neighbourhood_group_cleansed

0.11

instant_bookable

0.10

source

0.07

host_is_superhost

0.06

has_availability

0.03

MOST FREQUENT VALUES

0

15,865

58.8%

1

4,799

17.8%

2

1,702

6.3%

3

1,005

3.7%

4

592

2.2%

5

454

1.7%

19

348

1.3%

6

215

0.8%

7

199

0.7%

16

191

0.7%

175

176

0.7%

9

153

0.6%

8

129

0.5%

10

124

0.5%

17

103

0.4%

SMALLEST VALUES

0

15,865

58.8%

1

4,799

17.8%

2

1,702

6.3%

3

1,005

3.7%

4

592

2.2%

5

454

1.7%

6

215

0.8%

7

199

0.7%

8

129

0.5%

9

153

0.6%

10

124

0.5%

12

48

0.2%

13

47

0.2%

14

60

0.2%

15

78

0.3%

LARGEST VALUES

175

176

0.7%

86

95

0.4%

75

0.3%

55

63

0.2%

41

43

0.2%

40

45

0.2%

39

82

0.3%

32

35

0.1%

29

0.1%

28

59

0.2%

24

28

0.1%

22

25

<0.1%

21

<0.1%

20

<0.1%

19

348

1.3%

calculated_host_listings_count_shared_rooms

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_total_listings_count

0.36

beds

0.14

bathrooms

0.12

host_listings_count

0.09

review_scores_rating

-0.06

availability_365

0.06

review_scores_cleanliness

-0.06

host_id

0.06

accommodates

-0.05

availability_30

0.05

review_scores_accuracy

-0.05

minimum_maximum_nights

-0.04

id

0.04

latitude

-0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

property_type

0.83

room_type

0.64

bathrooms_text

0.46

host_acceptance_rate

0.36

host_response_rate

0.28

neighbourhood_group_cleansed

0.16

instant_bookable

0.08

host_response_time

0.06

host_is_superhost

0.05

host_verifications

0.04

source

0.03

has_availability

0.02

host_identity_verified

0.02

neighbourhood

0.02

MOST FREQUENT VALUES

0

25,989

96.3%

1

630

2.3%

4

62

0.2%

22

56

0.2%

2

50

0.2%

38

42

0.2%

3

37

0.1%

26

29

0.1%

6

20

<0.1%

17

20

<0.1%

15

<0.1%

5

12

<0.1%

7

10

<0.1%

8

<0.1%

SMALLEST VALUES

0

25,989

96.3%

1

630

2.3%

2

50

0.2%

3

37

0.1%

4

62

0.2%

5

12

<0.1%

6

20

<0.1%

7

10

<0.1%

8

<0.1%

15

<0.1%

17

20

<0.1%

22

56

0.2%

26

29

0.1%

38

42

0.2%

LARGEST VALUES

38

42

0.2%

26

29

0.1%

22

56

0.2%

17

20

<0.1%

15

<0.1%

8

<0.1%

7

10

<0.1%

6

20

<0.1%

5

12

<0.1%

4

62

0.2%

3

37

0.1%

2

50

0.2%

1

630

2.3%

0

25,989

96.3%

reviews_per_month

MISSING:

5,697

(21%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.82

number_of_reviews_l30d

0.74

number_of_reviews

0.51

id

0.16

review_scores_value

0.13

minimum_nights_avg_ntm

-0.12

minimum_minimum_nights

-0.12

review_scores_cleanliness

0.11

availability_90

0.11

minimum_nights

-0.11

maximum_minimum_nights

-0.11

review_scores_communication

0.11

review_scores_rating

0.10

review_scores_accuracy

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_acceptance_rate

0.42

host_response_time

0.38

host_response_rate

0.37

host_is_superhost

0.29

source

0.27

host_identity_verified

0.18

neighbourhood_group_cleansed

0.18

has_availability

0.17

instant_bookable

0.16

property_type

0.15

neighbourhood

0.15

room_type

0.11

host_verifications

0.09

bathrooms_text

0.09

MOST FREQUENT VALUES

1.0

393

1.8%

0.02

285

1.3%

0.03

256

1.2%

0.08

220

1.0%

0.01

212

1.0%

0.04

211

1.0%

0.07

211

1.0%

0.05

197

0.9%

0.06

166

0.8%

0.09

166

0.8%

0.1

161

0.8%

0.12

154

0.7%

0.11

150

0.7%

0.17

130

0.6%

0.34

129

0.6%

SMALLEST VALUES

0.01

212

1.0%

0.02

285

1.3%

0.03

256

1.2%

0.04

211

1.0%

0.05

197

0.9%

0.06

166

0.8%

0.07

211

1.0%

0.08

220

1.0%

0.09

166

0.8%

0.1

161

0.8%

0.11

150

0.7%

0.12

154

0.7%

0.13

121

0.6%

0.14

127

0.6%

0.15

128

0.6%

LARGEST VALUES

74.79

1

<0.1%

41.22

1

<0.1%

36.97

1

<0.1%

26.01

1

<0.1%

24.16

1

<0.1%

19.17

1

<0.1%

19.12

1

<0.1%

17.37

1

<0.1%

16.7

1

<0.1%

15.75

1

<0.1%

15.31

1

<0.1%

15.0

1

<0.1%

14.79

1

<0.1%

14.66

1

<0.1%

14.51

1

<0.1%